{"id":"W3127351662","doi":"10.2196/24724","title":"Business Models of eHealth Interventions to Support Informal Caregivers of People With Dementia in the Netherlands: Analysis of Case Studies","year":2021,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme","keywords":"eHealth; Psychological intervention; Dementia; Psychosocial; Nursing; Psychology; Medicine; Gerontology; Health care; Psychiatry; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004219914,0.00006665012,0.0003412786,0.000414906,0.00002958133,0.000005412341,0.00006065809,0.0000134381,0.0001119239],"category_scores_gemma":[0.00003095211,0.00004463566,0.000112514,0.001880735,0.00004789136,0.00009176501,0.00007250663,0.00006718422,2.696871e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001830802,"about_ca_system_score_gemma":0.0001447167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004602278,"about_ca_topic_score_gemma":0.002629977,"domain_scores_codex":[0.9990407,0.00006156468,0.0003282285,0.0001061552,0.0003101249,0.0001532013],"domain_scores_gemma":[0.9989754,0.00006079263,0.0001115293,0.0001732908,0.0006422868,0.00003670398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001676686,0.0004727292,0.9521412,0.002363807,0.002345287,0.0004542632,0.03755563,0.001642715,0.000175617,0.00005413118,0.0001443694,0.002482595],"study_design_scores_gemma":[0.001658759,0.0005738869,0.8836647,0.0006693735,0.002208265,0.0001057872,0.1093155,0.0008039093,0.0009070521,0.000008551147,0.00001649503,0.00006773142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962725,0.0002268848,0.001958735,0.0002871657,0.000009687044,0.0003324702,0.00001819602,0.000003039256,0.0008913339],"genre_scores_gemma":[0.9995436,0.00005503128,0.0001780766,0.0000518852,0.00000503619,0.00004494726,0.00003511693,0.000004047961,0.0000822482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0717599,"threshold_uncertainty_score":0.1820189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04648778944169232,"score_gpt":0.3917305872113772,"score_spread":0.3452427977696848,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}