{"id":"W4362571554","doi":"10.2196/45274","title":"Care Partner Inclusion of People Hospitalized With Alzheimer Disease and Related Dementias: Protocol for a Mixed Methods Systems Engineering Approach to Designing a Health Care System Toolkit","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; University of Pittsburgh; Johns Hopkins University","keywords":"Inclusion (mineral); Protocol (science); Disease; Health care; Medicine; Gerontology; Dementia; Nursing; Computer science; Psychology; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1018649,0.003511226,0.003834876,0.004291367,0.009125827,0.004611553,0.005255196,0.00646322,0.04493003],"category_scores_gemma":[0.07211776,0.003933964,0.006432922,0.003470658,0.004276685,0.005356826,0.007235911,0.009899148,0.009512884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0134231,"about_ca_system_score_gemma":0.0464759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008388644,"about_ca_topic_score_gemma":0.01656722,"domain_scores_codex":[0.9372783,0.04374483,0.009188393,0.002804927,0.003201449,0.003782023],"domain_scores_gemma":[0.9605095,0.01515499,0.003320249,0.005551161,0.01203186,0.003432296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.04136799,0.02872539,0.008894182,0.09958741,0.001299434,0.005842949,0.1136833,0.01563661,0.009424157,0.05911658,0.2084987,0.4079233],"study_design_scores_gemma":[0.07936385,0.01728345,0.02272333,0.04041447,0.0008221239,0.0009250746,0.04789605,0.008139625,0.008938598,0.04528381,0.7270669,0.001142667],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008755712,0.00005620643,0.002788341,0.0002649764,0.00006390049,0.9945538,0.0007325473,0.00003633715,0.0006283039],"genre_scores_gemma":[0.00045806,0.00004103256,0.004054536,0.00007170715,0.00000509917,0.9951321,0.0000862238,0.000002828081,0.0001485267],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1018649,"threshold_uncertainty_score":0.5387197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024739633008261,"score_gpt":0.5855460232227083,"score_spread":0.3830720599218823,"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."}}