Nursing care information processing device, nursing care information processing method, and nursing care information processing program

Abstract

The purpose is to easily output summary information from case records that corresponds to the intended purpose. [Solution] A nursing care information processing device 10 generates summary information 133 corresponding to an intended purpose from a case record 131. An input information generation unit 112 acquires a designated template from a plurality of templates prepared for each intended purpose. The input information generation unit 112 acquires a case record target range for the target range for which summary information is to be generated. The input information generation unit 112 generates input information by setting the case record target range in the designated template. An input unit 113 inputs the input information to a summary generation model 15, which is a trained model. An output unit 114 outputs the summary information generated by the summary generation model 15, which is generated from the case record target range, as output information.

Description

[Technical Field]

[0001] The present disclosure relates to a care information processing device, a care information processing method, and a care information processing program, and more particularly to a care information processing device, a care information processing method, and a care information processing program that output summary information corresponding to a purpose from a care case record. Regarding. [Background technology]

[0002] Among the nursing care records, "case records" or "transfer records" (hereinafter referred to as "case records") are time-series data containing information on date and time, the user, the record contents, etc., and are a daily record of the user's life or actions. Therefore, case records are useful information. However, case records contain a large amount of miscellaneous information.

[0003] Patent Document 1 discloses a technology for generating care record information while reducing the workload of a caregiver by presenting an evaluation statement for evaluating the condition of a user by the caregiver. [Prior art documents] [Patent documents]

[0004] [Patent Document 1] Japanese Patent Publication No. 2022-102168 Summary of the Invention [Problem to be solved by the invention]

[0005] The technology described in Patent Document 1 can generate care record information while reducing the workload of caregivers. However, there is a problem in that it is not possible to extract specific information from the created care record information or use the care record information for prediction processing.

[0006] The present disclosure aims to easily output summary information from case records that corresponds to a particular purpose. [Means for solving the problem]

[0007] The nursing care information processing device according to the present disclosure includes: A care information processing device that generates summary information corresponding to a purpose from a case record among care records, an input information generating unit that acquires a designated template from a plurality of templates prepared for each purpose, each template including a model of an instruction statement for generating summary information corresponding to the purpose, acquires case records within a target range for generating summary information as a case record target range, and generates input information by setting the case record target range in the designated template; an input unit that inputs the input information into a summary generation model that is a trained model; an output unit that outputs, as output information, summary information generated by the summary generation model in response to the input information input by the input unit, the summary information being generated from the case record target range; Equipped with. [Effects of the Invention]

[0008] In the present disclosure, an input information generation unit acquires a designated template from a plurality of templates including a template of an instruction statement for generating summary information corresponding to a purpose, and acquires a case record target range for generating summary information. The input information generation unit then sets the case record target range in the designated template to generate input information, which is a prompt for generating summary information corresponding to the purpose. The input unit then inputs the input information to a summary generation model, and the output unit outputs the summary information generated from the case record target range as output information. Therefore, the care information processing device according to the present disclosure can easily acquire summary information corresponding to a purpose from case records, thereby reducing the burden on caregivers. [Brief explanation of the drawings]

[0009] [Figure 1]1 is a diagram showing an example of the configuration of a care information processing device according to a first embodiment. [Figure 2] FIG. 2 is a diagram showing an example of summary information for each purpose according to the first embodiment. [Figure 3] 4 is a flowchart showing a processing example of care information processing in the care information processing device according to the first embodiment. [Figure 4] 10A and 10B are diagrams showing display examples of a template designation screen and a case record designation screen according to the first embodiment. [Figure 5] FIG. 2 is a diagram showing an example of a case record according to the first embodiment. [Figure 6] FIG. 2 shows templates 1 and 2 for monitoring information according to the first embodiment. [Figure 7] 4A to 4C are diagrams showing examples of a template for a family report and an example of a template for an accident report according to the first embodiment. [Figure 8] FIG. 2 is a diagram showing an example of a template for a nursing summary according to the first embodiment. [Figure 9] 10A and 10B are diagrams showing examples of input information and output information for outputting monitoring information (1) and (2) (see FIG. 2) according to the first embodiment. [Figure 10] FIG. 3 is a diagram showing examples of input information and output information for outputting a family report according to the first embodiment. [Figure 11] FIG. 3 is a diagram showing an example of input information and output information for outputting an accident report according to the first embodiment. [Figure 12] FIG. 2 is a diagram showing examples of input information and output information for outputting a nursing summary according to the first embodiment. [Figure 13] 10 is a diagram showing an example of input information and output information for outputting monitoring information (3) (see FIG. 2) according to the first embodiment. [Figure 14] FIG. 10 is a diagram showing an example of the configuration of a care information processing device according to a second embodiment. [Figure 15] 10 is a flowchart showing a processing example of a template generation process in the care information processing device according to the second embodiment. [Figure 16]10A and 10B are diagrams showing display examples of a template information specification screen and a template idea display screen according to the second embodiment. [Figure 17] 10A and 10B are diagrams showing other examples of the template information specification screen and template idea display screen according to the second embodiment. [Figure 18] FIG. 10 is a diagram showing an example of the configuration of a template 132 according to the second embodiment. DETAILED DESCRIPTION OF THE INVENTION

[0010] The present embodiment will be described below with reference to the drawings. In each drawing, identical or corresponding parts are designated by the same reference numerals. In the description of the embodiment, the description of identical or corresponding parts will be omitted or simplified as appropriate. Arrows in the drawings mainly indicate the flow of data or the flow of processing. Furthermore, the sized relationships between components in the following drawings may differ from the actual relationships. Furthermore, in the description of the embodiment, directions or positions such as up, down, left, right, front, rear, front and back may be indicated. These notations are used for convenience of explanation and do not limit the placement, direction or orientation of devices, instruments, parts, etc.

[0011] Embodiment 1 ***Configuration Description*** FIG. 1 is a diagram showing an example of the configuration of a care information processing device 10 according to the present embodiment. The care information processing device 10 is a computer. The care information processing device 10 includes hardware such as a processor 11, a memory 12, a storage 13, and a communication interface 14. The processor 11 is connected to other hardware via signal lines and controls the other hardware.

[0012] The processor 11 is an IC that performs processing. IC stands for Integrated Circuit. Specific examples of the processor 11 include a CPU, a DSP, and a GPU. CPU stands for Central Processing Unit. DSP stands for Digital Signal Processor. GPU stands for Graphics Processing Unit.

[0013] The memory 12 is a storage device that temporarily stores data. Specific examples of the memory 12 include SRAM and DRAM. SRAM stands for Static Random Access Memory. DRAM stands for Dynamic Random Access Memory.

[0014] The storage 13 is a storage device that stores data. A specific example of the storage 13 is an SSD. SSD is an abbreviation for Solid State Drive. The storage 13 may also be a portable recording medium such as an SD (registered trademark) memory card, CompactFlash (registered trademark), NAND flash, a flexible disk, an optical disk, a compact disk, a Blu-ray (registered trademark) disk, or a DVD. SD is an abbreviation for Secure Digital. DVD is an abbreviation for Digital Versatile Disk.

[0015] The communication interface 14 is an interface for communicating with external devices. Specific examples of the communication interface 14 include Ethernet (registered trademark), USB, and HDMI (registered trademark) ports. USB stands for Universal Serial Bus. HDMI (registered trademark) stands for High-Definition Multimedia Interface.

[0016] The care information processing device 10 includes, as functional components, a display unit 111, an input information generation unit 112, an input unit 113, an output unit 114, and a recording unit 115. The functions of the functional components of the care information processing device 10 are realized by software. The storage 13 stores a care information processing program that realizes the functions of each functional component of the care information processing device 10. This care information processing program is read into the memory 12 by the processor 11 and executed by the processor 11. As a result, the functions of each functional component of the care information processing device 10 are realized.

[0017] The storage 13 stores case records 131, templates 132, and summary information 133.

[0018] The care information processing device 10 is connected via a communication interface 14 to a summary generation model 15, which is a trained model. A trained model is what is known as generative AI. AI stands for artificial intelligence. A trained model may be constructed using algorithms such as BERT and GPT, for example. BERT stands for Bidirectional Encoder Representations from Transformers. GPT stands for Generative Pretrained Transformer. A trained model may be constructed by combining multiple algorithms, including these algorithms.

[0019] The care information processing device 10 is connected to care facility terminals 20a and 20b via a communication interface 14. The care facility terminals 20a and 20b are terminals such as PCs used by people working at the care facility. PC is an abbreviation for Personal Computer.

[0020] In Fig. 1, the summary generation model 15 exists outside the care information processing device 10. However, the summary generation model 15 may be provided as a functional component in the care information processing device 10. Hereinafter, not only the summary generation model 15 but also trained models may exist outside the care information processing device 10 or may be provided as a functional component in the care information processing device 10.

[0021] The care information processing device 10 may include multiple processors that replace the processor 11. These multiple processors share the task of executing the care information processing program. Each processor is a device that executes the care information processing program, just like the processor 11.

[0022] The data, information, signal values ​​and variable values ​​used, processed or output by the care information processing program are stored in the memory 12, the storage 13, or a register or cache memory within the processor 11.

[0023] The "parts" of the display unit 111, input information generation unit 112, input unit 113, output unit 114, and recording unit 115 may be read as "circuits," "steps," "procedures," "processing," or "circuitry." The care information processing program causes a computer to execute display processing, input information generation processing, input processing, output processing, and recording processing. The "processing" of the display processing, input information generation processing, input processing, output processing, and recording processing may be read as "program," "program product," "computer-readable storage medium storing a program," or "computer-readable recording medium recording a program." Furthermore, the care information processing method is a method performed by the care information processing device 10 executing the care information processing program. The care information processing program may be provided by being stored in a computer-readable recording medium, or may be provided as a program product.

[0024] FIG. 2 is a diagram showing an example of summary information for each purpose according to the present embodiment. In this embodiment, the care information processing device 10 generates summary information 133 corresponding to a purpose from a case record 131 among the care records. An example of summary information corresponding to a purpose will be described with reference to FIG.

[0025] In this embodiment, the summary information 133 generated from the case record 131 is used for one of the following purposes: monitoring information, a report for family, an accident report, and a nursing summary. Note that these four examples are merely examples, and summary information for other purposes may also be used.

[0026] Monitoring information is used to review and consider care plans. In nursing care facilities, care plans are primarily created jointly by care managers, counselors, and caregivers, but legal regulations require that care plans be reviewed every six months. Monitoring information is used as reference information at that time. Examples of output information for monitoring information include the following: (1) Daily living situation (ADL (Activities of Daily Living) and special notes), eating, bathing, moving, toileting, sleeping, etc. (2) Health status (extraction of unhealthy items) (3) Important points for caregivers Monitoring information makes it easier to review care plans based on past performance. Also, by extracting unhealthy items, it becomes easier to understand the user's condition.

[0027] Family reports are primarily information about daily life and are used for regular reporting. Examples of output information for the family report include: (1) Daily life situation (meals, etc.) (2) Participation in activities (3) Special Event Report (4) Health management status According to the family report, extracting topics related to daily life has the effect of providing a sense of security to families.

[0028] An accident report is a document that must be prepared immediately by those involved when an accident (such as a fall, a drop, aspiration, medication error, injury, or separation) occurs within a facility. For example, one report must be prepared for each accident. Examples of output information in an accident report include: (1) Accident occurrence status (2) Response after the accident (3) Analysis of the cause of the accident (draft) (4) Measures to prevent recurrence (draft) Accident reports have the effect of making it easier for caregivers to understand what they need to pay attention to when caring for users.

[0029] Nursing summaries are used by nurses to understand the resident's condition (past medical history, current medical history, ADL, etc.). They are handed over to the hospital when the resident is admitted. They are also shared with the hospital when the resident visits the hospital. Nursing summaries are also created by the hospital during the resident's hospital stay, and are provided by the hospital when the resident is discharged. Examples of output information in a nursing summary include: (1) Nursing and care precautions (2) History leading up to consultation / hospitalization The ability to easily create nursing summaries makes it possible to handle situations where a nursing summary needs to be created in a short amount of time.

[0030] ***Explanation of Operation*** Next, the operation of the care information processing device 10 according to this embodiment will be described. The operation procedure of the care information processing device 10 corresponds to a care information processing method. Furthermore, a program that realizes the care information processing, which is the operation of the care information processing device 10, corresponds to a care information processing program.

[0031] FIG. 3 is a flowchart showing an example of care information processing in the care information processing device 10 according to the present embodiment. With reference to FIG. 3, the care information processing according to this embodiment will be described.

[0032] <Display Process: Steps S101 to S102> In step S101, the display unit 111 displays, on a display device, a template designation screen 21 that allows the user to designate a template from a plurality of templates. The display unit 111 accepts a designation of a template from a user such as a caregiver via the template designation screen 21. The designated template is referred to as a designated template 211. A plurality of templates prepared for each purpose are stored in the storage 13 as the template 132. In each of the plurality of templates, a model of an instruction sentence for generating summary information corresponding to the purpose is set.

[0033] FIG. 4 shows examples of the template designation screen 21 and the case record designation screen 22 according to this embodiment. As shown in the left diagram of FIG. 4, the display unit 111 displays a list of template uses that can be selected, for example, by using a pull-down menu, on the template designation screen 21. The user selects a template that indicates the use of the summary information that the user wants to generate from the list of template uses displayed by using the pull-down menu, and presses the OK button. In the example of FIG. 4, the list of template uses displays monitoring information, family report, accident report, and nursing summary. This allows the user to designate a designated template 211 that corresponds to the desired use.

[0034] In step S102, the display unit 111 displays on the display device a case record specification screen 22 that allows the user to specify a case record target range 221 to be set in the specified template 211. The display unit 111 accepts specification of the case record target range 221, which is the case record of the target range for which summary information is to be generated, via the case record specification screen 22. The case record target range 221 is the case record, among the case records 131, that is the source for generating summary information according to the application.

[0035] FIG. 5 is a diagram showing an example of a case record 131 according to this embodiment. The case record 131 contains information such as the user ID, user name, date, time, and record text. The case record 131 contains information about a user, such as a resident of a nursing home, such as a user ID and user name, as well as records of daily and hourly living and behavior.

[0036] In the example on the right side of FIG. 4, the display unit 111 accepts the user ID, user name, start date, and end date as the specification of the case record target range 221. Note that either the user ID or the user name may be specified. The period can be specified as just one day, and the configuration may also be such that the period is specified by date and time. The user inputs each specification using a pull-down menu or by direct manual input, and presses the confirm button. This allows the user to specify the case record target range 221, which is the case record for which summary information is to be generated.

[0037] <Input Information Generation Process: Step S103> In step S103, the input information generation unit 112 acquires the designated template 211 and also acquires the case record target range 221. The input information generation unit 112 generates input information 31 by setting the case record target range 221 in the designated template 211. Specifically, the input information generation unit 112 generates an input prompt as the input information 31 by inserting the case record target range 221 specified in step S102 into the designated template 211 specified in step S101.

[0038] As a preprocessing step of step S103, the input information generating unit 112 may input the case record target range 221 to the summary generation model 15 and acquire summary information of the case record target range 221 output from the summary generation model 15. Then, the input information generating unit 112 may generate the input information 31 by setting the acquired summary information of the case record target range 221 to the specified template 211.

[0039] FIG. 6 is a diagram showing examples of templates 1 and 2 for monitoring information according to the present embodiment. FIG. 7 shows an example of a template for a family report and an example of a template for an accident report according to this embodiment. FIG. 8 is a diagram showing an example of a template for a nursing summary according to this embodiment.

[0040] The template includes a template 311 for an instruction statement and a "#Case Record" field 312 for entering the specified case record target range 221. The instruction statement is a command statement or a question statement to be input to the trained model. The input information generation unit 112 generates input information 31, which is an input prompt, by setting the case recording target range 221 specified in step S102 in the case recording column 312 in the specified template 211 specified in step S101.

[0041] 6 includes a template 311 of instructions for obtaining monitoring information and a case record field 312. The case record target range 221 specified in the case record field 312 is set. The monitoring information templates 1 and 2 may be configured as one and the same template. In addition, some templates may be specified to generate multiple pieces of input information 31 that are partially different, as shown in template 2.

[0042] The example template for a family report shown on the left side of Fig. 7 includes a template 311 of instructions for obtaining a family report and a case record field 312. The case record target range 221 specified in the case record field 312 is set. The example template for an accident report shown on the right side of Fig. 7 includes a template 311 of instructions for obtaining an accident report and a case record field 312. The case record target range 221 specified in the case record field 312 is set. The example template for a nursing summary in Fig. 8 includes a model 311 of instructions for obtaining a nursing summary and a case record field 312. The case record target range 221 specified in the case record field 312 is set.

[0043] <Input processing> In step S104, the input unit 113 inputs the input information 31 generated in step S103 to the summary generation model 15, which is a trained model.

[0044] <Summary generation process> In step S105, the summary generation model 15 generates output information 32 corresponding to the input information 31 and outputs the generated output information 32. Specifically, the summary generation model 15 outputs, as the output information 32, the summary information generated by the summary generation model 15 corresponding to the input information 31 and generated from the case record target range 221.

[0045] <Output processing> In step S106, the output unit 114 acquires output information 32 output from the summary generation model 15 in response to the input information 31. Specifically, the output unit 114 acquires, as the output information 32, summary information generated by the summary generation model 15 in response to the input information 31 and generated from the case record target range 221.

[0046] <Display processing> In step S107, the display unit 111 displays the output information 32 on the display device. In step S108, the display unit 111 receives an instruction from the user as to whether or not to confirm the summary information displayed as the output information 32. If it is determined to be summary information, the process proceeds to step S109. If the information is not confirmed as summary information, the process returns to step S101.

[0047] <Recording Processing> In step S109, when an instruction to confirm the summary information output as the output information 32 is accepted, the summary information displayed as the output information 32 is recorded in the storage 13 as a template 132.

[0048] Next, specific examples of the input information 31 and the output information 32 will be described with reference to FIGS.

[0049] FIG. 9 is a diagram showing examples of input information 31 and output information 32 for outputting the monitoring information (1) and (2) (see FIG. 2) according to this embodiment. In the example of FIG. 9, the input information 31 includes, as a template 311 of a command statement, a command statement for outputting the monitoring information items (1) and (2). In addition, in the example of Fig. 9, the case record specified by the user is entered in the case record column 312 of the input information 31. In the example of Fig. 9, the part enclosed in the dotted line rectangle is the case record specified by the user in step S102. Furthermore, as output information 32, information corresponding to (1) and (2) of the monitoring information is generated from the case record specified by the user.

[0050] FIG. 10 is a diagram showing an example of input information 31 and output information 32 for outputting a family report according to this embodiment. In the example of FIG. 10, the input information 31 includes a prompt template 311 containing an instruction for outputting a report for family members. 10, the case record specified by the user is entered in the case record column 312 of the input information 31. In the example of FIG. 10, the part enclosed in the dotted line rectangle is the case record specified by the user in step S102. Additionally, as output information 32, information corresponding to a family report is generated from the case record specified by the user.

[0051] FIG. 11 is a diagram showing an example of input information 31 and output information 32 for outputting an accident report according to this embodiment. In the example of FIG. 11, the input information 31 includes a prompt template 311 containing an instruction for outputting an accident report. 11, the case record specified by the user is entered in the case record column 312 of the input information 31. In the example of FIG. 11, the part enclosed in the dotted line rectangle is the case record specified by the user in step S102. Additionally, as output information 32, information corresponding to the accident report is generated from the case record specified by the user.

[0052] FIG. 12 is a diagram showing an example of input information 31 and output information 32 for outputting a nursing summary according to this embodiment. In the example of FIG. 12, the input information 31 includes a prompt template 311, which is a command statement for outputting a nursing summary. In addition, in the example of Fig. 12, the case record specified by the user is entered in the case record column 312 of the input information 31. In the example of Fig. 12, the part surrounded by the dotted line rectangle is the case record specified by the user in step S102. Additionally, as output information 32, information corresponding to the nursing summary is generated from the case record specified by the user.

[0053] ***Other Configurations*** <Variation 1> As a first modification, the template may be specified to change some information in the model of the instruction sentence to generate multiple pieces of input information 31. In this case, the processes from step S103 to step S106 are repeated the number of times corresponding to the number of generated input prompts, i.e., the number of pieces of generated input information 31. Alternatively, steps S101 and S102 are repeated multiple times, and the input information 31 is shaped in step S103, thereby generating output information 32 based on multiple templates.

[0054] <Variation 2> In the flow of Fig. 3, when NO is selected in step S108, the process returns to step S101. However, there are also cases where only the case record designation is changed without changing the template. In the second modification, in order to deal with the case where only the case record designation is changed without changing the template, if NO is selected in step S108, a process is added to select either "change template" or "change case record." If "change template" is selected, the process returns to step S101. On the other hand, if "change case record" is selected, the process returns to step S102.

[0055] <Variation 3> As a third modification, as described above, the input information generation unit 112 may perform the pre-processing of step S103. As the pre-processing, the case record target range 221 may be input to the summary generation model 15, and summary information of the case record target range 221 may be acquired from the summary generation model 15. Then, the input information generation unit 112 may generate the input information 31 by setting the acquired summary information of the case record target range 221 in the specified template 211. In particular, when outputting summaries related to nursing care, it is more likely that processing will be faster and more accurate summaries will be obtained if the case record text is summarized by ADL. An example of setting summary information of the case record target range 221 in the designated template 211 will be described below.

[0056] FIG. 13 is a diagram showing an example of input information 31 and output information 32 for outputting the monitoring information (3) (see FIG. 2) according to this embodiment. In the example of FIG. 13, the input information 31 includes a prompt template 311 set with a command statement for outputting the monitoring information (3). 13, summary information of the case record target range 221 specified by the user is entered in the case record column 312 of the input information 31. In the example of FIG. 13, the portion enclosed by the dotted line rectangle is the summary information of the case record target range 221 specified by the user. In the example of FIG. 13, in preprocessing, the case record target range 221 specified by the user is input to the summary generation model 15, and a summary of the case record target range 221 is created. Then, the summary of the case record target range 221 is set in the case record column 312. Furthermore, as output information 32, information corresponding to (3) of the monitoring information is generated from a summary of the case record target range 221 designated by the user. Furthermore, if summary information of the case record 131 is to be created for each ADL as preprocessing, an instruction to create a summary for each ADL may be added to the instruction statement.

[0057] <Variation 4> In the first embodiment, each functional component is realized by software. However, as a fourth modification, each functional component may be realized by hardware.

[0058] When each functional component is realized by hardware, the care information processing device 10 includes an electronic circuit instead of the processor 11, the memory 12, and the storage 13. The electronic circuit is a dedicated circuit for realizing the functions of each functional component, the memory 12, and the storage 13.

[0059] Possible electronic circuits include single circuits, composite circuits, programmed processors, parallel programmed processors, logic ICs, GAs, ASICs, and FPGAs. GA stands for Gate Array. ASIC stands for Application Specific Integrated Circuit. FPGA stands for Field-Programmable Gate Array. Each functional component may be realized by one electronic circuit, or each functional component may be realized by distributing it among a plurality of electronic circuits.

[0060] <Variation 5> As a fifth modification, some of the functional components may be realized by hardware, and other functional components may be realized by software.

[0061] The processor 11, memory 12, storage 13, and electronic circuitry are collectively referred to as a processing circuit. In other words, the functions of the functional components are realized by the processing circuit.

[0062] Furthermore, the term "unit" in the above description may be read as "circuit," "step," "procedure," "process," or "processing circuit."

[0063] ***Explanation of the effect of this embodiment*** Case records among nursing records contain a vast amount of miscellaneous information. In the nursing care information processing device according to this embodiment, by using a generation AI with a prompt template, it is possible to obtain an output result from the case record according to the intended purpose. In the nursing care information processing device according to this embodiment, prompt templates according to the intended purpose are prepared, and the user can select the extraction range of the case record and the prompt template. As a result, the nursing care information processing device according to this embodiment has the effect of being able to output (extract, estimate) from the case record according to the intended purpose. In addition, case records may have distinctive writing styles depending on the caregiver, or when using an application to record case records, the sentences may be structured in a way that is unique to the application. Even in such cases, the care information processing device according to this embodiment can structure the case records as they are as part of the input information 31 without formatting them, thereby simplifying the processing.

[0064] Embodiment 2 In this embodiment, differences from and additions to the first embodiment will be mainly described. In this embodiment, components having the same functions as those in the first embodiment are given the same reference numerals, and the description thereof will be omitted.

[0065] ***Configuration Description*** FIG. 14 is a diagram showing an example of the configuration of the care information processing device 10 according to the present embodiment. In this embodiment, the care information processing device 10 executes a template generation process for automatically generating a template. The care information processing device 10 according to this embodiment is connected to a template generation model 16, which is a trained model, via a communication interface 14. The trained model is a generation AI, as in the first embodiment. The other configurations are the same as those in the first embodiment.

[0066] ***Explanation of Operation*** FIG. 15 is a flowchart showing a processing example of the template generation processing in the care information processing apparatus 10 according to the present embodiment. The template generation process according to this embodiment will be described with reference to FIG.

[0067] <Template generation information acquisition process> In step S201, the display unit 111 displays on the display device the template information designation screen 23. The display unit 111 receives, via the template information designation screen 23, input of information necessary for generating a template.

[0068] FIG. 16 shows examples of the template information specification screen 23 and the template proposal display screen 24 according to this embodiment. The template information specification screen 23 is a screen on which the user specifies template generation information 231, which is information necessary to generate a template. On the template information specification screen 23, information such as the template name, target, time, and purpose is specified. In addition, whether the information is concise or detailed can be specified by selecting a button. The template name is a name for identification when registering it as a template 132. Information such as the target, when, purpose, and whether it is brief or detailed is information required to generate a template.

[0069] <Input information generation process> In step S202, input information generation unit 112 acquires information necessary to generate a template as template generation information 231. Then, input information generation unit 112 generates a prompt for generating a template from template generation information 231 as input information 31.

[0070] <Input processing> In step S203, the input unit 113 inputs the template generation information 231 as input information 31 to the template generation model 16, which is a trained model.

[0071] <Template generation process> In step S204, the template generation model 16 generates a template proposal in response to the input information 31 that has been input, and outputs the generated template proposal as output information 32.

[0072] <Output processing> In step S205, the output unit 114 outputs the output information 32 output from the template generation model 16. The output information 32 is a template proposal generated by the template generation model 16 based on the input information 31.

[0073] <Display processing> In step S206, the display unit 111 displays the template on the display device, which is output as the output information 32. Specifically, the display unit 111 displays the template proposal display screen 24 shown in the right diagram of FIG.

[0074] The right diagram of FIG. 16 shows a template proposal display screen 24. The template proposal display screen 24 displays a template proposal 241 generated based on the template generation information 231 received in step S201. The target, time, and purpose information is reflected in the instructions in template proposal 241. In Figure 16, the specification of conciseness is reflected in the instruction "within three points." If detailedness is specified, it is reflected in the instruction "focus on the main points and be detailed."

[0075] In step S207, the display unit 111 displays the template proposal 241 on the template proposal display screen 24, and receives an instruction from the user as to whether or not to confirm the displayed template proposal 241. When an instruction to confirm the template proposal 241 is received, the process proceeds to step S208. If an instruction not to confirm the template proposal is received, the process returns to step S201, and the template designation screen 21 is displayed again.

[0076] Specifically, when the enter button displayed on the template proposal display screen 24 is pressed, the process proceeds to step S208. When the return button is pressed, the process returns to step S201.

[0077] In step S208, the recording unit 115 records the template proposal 241 as the template 132 in the storage 13.

[0078] FIG. 17 is a diagram showing another example of the template information specification screen 23 and the template proposal display screen 24 according to the present embodiment. The template information specification screen 23 on the left side of FIG. 17 shows a pattern in which the two conditions "meal, travel" are entered in the "when" column in the template creation information 231. The template proposal display screen 24 on the right side of FIG. 17 shows an example in which a plurality of directive sentences are generated as template proposals 241 based on two conditions for "when."

[0079] FIG. 18 is a diagram showing an example of the template 132 according to this embodiment. The template 132 has items such as a template number, a template name, and a template content. In the template 132 in FIG. 18, a template corresponding to the template generation information 231 shown in FIG. 16 and a template corresponding to the template generation information 231 shown in FIG. 17 are set.

[0080] ***Explanation of the effect of this embodiment*** As described above, the care information processing device according to this embodiment can automatically create a template desired by a user such as a caregiver, thereby reducing the workload of the caregiver.

[0081] Various aspects of the present disclosure are summarized below as appendices. (Appendix 1) A care information processing device that generates summary information corresponding to a purpose from a case record among care records, an input information generating unit that acquires a designated template from a plurality of templates prepared for each purpose, each template including a model of an instruction statement for generating summary information corresponding to the purpose, acquires case records within a target range for generating summary information as a case record target range, and generates input information by setting the case record target range in the designated template; an input unit that inputs the input information into a summary generation model that is a trained model; an output unit that outputs, as output information, summary information generated by the summary generation model in response to the input information input by the input unit, the summary information being generated from the case record target range; A care information processing device comprising: (Appendix 2) The care information processing device further comprises: a display unit that displays a template designation screen for allowing a user to designate the designated template from the plurality of templates, and displays a case record designation screen for allowing a user to designate the case record target range to be set in the designated template, The input information generation unit The care information processing device according to claim 1, wherein the designated template is acquired via the template designation screen, and the case record target range is acquired via the case record designation screen. (Appendix 3) The input information generation unit A care information processing device as described in Appendix 2, which generates input information by inputting the case record target range into the summary generation model as preprocessing, obtaining summary information of the case record target range output from the summary generation model, and setting the summary information of the case record target range to the specified template. (Appendix 4) The display unit displaying the summary information output as the output information, and receiving an instruction from the user as to whether or not to confirm the displayed summary information; The care information processing device includes: 4. The care information processing device according to claim 2, further comprising a recording unit that records the summary information in a storage when an instruction to confirm the summary information output as the output information is received. (Appendix 5) The input information generation unit Obtaining information necessary to generate a template as template generation information; The input unit The template generation information is input as the input information into a template generation model that is a trained model; The output unit 5. The care information processing device according to claim 2, wherein the care information processing device outputs, as output information, a template generated by the template generation model in response to the input information input by the input unit, the template generated based on the input information. (Appendix 6) The display unit displaying the template output as the output information as a template proposal, and receiving an instruction from the user as to whether or not to confirm the displayed template proposal; The care information processing device includes: 6. The care information processing device according to claim 5, further comprising: a recording unit that records the template proposal in a storage when an instruction to confirm the template proposal is accepted. (Appendix 7) A care information processing method used in a care information processing device that generates summary information corresponding to a purpose from a case record among care records, The computer acquires a designated template from a plurality of templates prepared for each purpose, each template including a model of an instruction statement for generating summary information corresponding to the purpose, acquires case records within a target range for generating summary information as a case record target range, and generates input information by setting the case record target range in the designated template; The computer inputs the input information into a summary generation model that is a trained model, A care information processing method in which a computer outputs, as output information, summary information generated by the summary generation model in response to the input information, the summary information being generated from the case record target range. (Appendix 8) A care information processing program used in a care information processing device that generates summary information corresponding to a purpose from a case record among care records, an input information generation process that acquires a designated template from a plurality of templates prepared for each purpose, each template including a model of an instruction statement for generating summary information corresponding to the purpose, acquires case records within a target range for generating summary information as a case record target range, and generates input information by setting the case record target range in the designated template; an input process for inputting the input information into a summary generation model that is a trained model; an output process for outputting, as output information, summary information generated by the summary generation model in response to the input information input by the input process, the summary information being generated from the case record target range; A nursing care information processing program.

[0082] The embodiments and modifications of the present disclosure have been described above. Some of these embodiments and modifications may be combined and implemented. Also, one or more of them may be implemented partially. Note that the present disclosure is not limited to the above embodiments and modifications, and various modifications are possible as needed. [Explanation of symbols]

[0083] 10 Nursing care information processing device, 11 Processor, 12 Memory, 13 Storage, 14 Communication interface, 15 summary generation model, 16 template generation model, 20a, 20b nursing facility terminal, 21 template specification screen, 211 specified template, 22 case record specification screen, 221 case record target range, 23 template information specification screen, 231 template generation information, 24 template proposal display screen, 241 template proposal, 31 input information, 311 template, 312 case record column, 32 output information, 111 display unit, 112 input information generation unit, 113 input unit, 114 output unit, 115 recording unit, 131 case record, 132 template, 133 summary information.

Claims

1. A care information processing device that generates summary information corresponding to a purpose from a case record among care records, an input information generating unit that acquires a designated template from a plurality of templates prepared for each purpose, each template including a model of an instruction statement for generating summary information corresponding to the purpose, acquires case records within a target range for generating summary information as a case record target range, and generates input information by setting the case record target range in the designated template; an input unit that inputs the input information into a summary generation model that is a trained model; an output unit that outputs, as output information, summary information generated by the summary generation model in response to the input information input by the input unit, the summary information being generated from the case record target range; A care information processing device comprising:

2. The care information processing device further comprises: a display unit that displays a template designation screen for allowing a user to designate the designated template from the plurality of templates, and displays a case record designation screen for allowing a user to designate the case record target range to be set in the designated template, The input information generation unit The care information processing apparatus according to claim 1 , wherein the designated template is acquired via the template designation screen, and the case record target range is acquired via the case record designation screen.

3. The input information generation unit A care information processing device as described in claim 2, wherein, as preprocessing, the case record target range is input into the summary generation model, summary information of the case record target range output from the summary generation model is obtained, and input information is generated by setting the summary information of the case record target range to the specified template.

4. The display unit displaying the summary information output as the output information, and receiving an instruction from the user as to whether or not to confirm the displayed summary information; The care information processing device includes: The care information processing device according to claim 2 or 3, further comprising a recording unit that, when an instruction to confirm the summary information output as the output information is received, records the summary information in a storage.

5. The input information generation unit Obtaining information necessary to generate a template as template generation information; The input unit The template generation information is input as the input information into a template generation model that is a trained model; The output unit A template generated by the template generation model in response to the input information input by the input unit, the template generated based on the input information, is output as output information. The care information processing device according to claim 2 or 3.

6. The display unit displaying the template output as the output information as a template proposal, and receiving an instruction from the user as to whether or not to confirm the displayed template proposal; The care information processing device includes: The care information processing device according to claim 5 , further comprising a recording unit that records the template proposal in a storage when an instruction to confirm the template proposal is accepted.

7. A care information processing method used in a care information processing device that generates summary information corresponding to a purpose from a case record among care records, The computer acquires a designated template from a plurality of templates prepared for each purpose, each template including a model of an instruction statement for generating summary information corresponding to the purpose, acquires case records within a target range for generating summary information as a case record target range, and generates input information by setting the case record target range in the designated template; The computer inputs the input information into a summary generation model that is a trained model, A care information processing method in which a computer outputs, as output information, summary information generated by the summary generation model in response to the input information, the summary information being generated from the case record target range.

8. A care information processing program used in a care information processing device that generates summary information corresponding to a purpose from a case record among care records, an input information generation process that acquires a designated template from a plurality of templates prepared for each purpose, each template including a model of an instruction statement for generating summary information corresponding to the purpose, acquires case records within a target range for generating summary information as a case record target range, and generates input information by setting the case record target range in the designated template; an input process for inputting the input information into a summary generation model that is a trained model; an output process for outputting, as output information, summary information generated by the summary generation model in response to the input information input by the input process, the summary information being generated from the case record target range; A nursing care information processing program.

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