{"id":"W2886295400","doi":"10.1111/1475-6773.13020","title":"Quality Changes after Implementation of an Episode of Care Model with Strict Criteria for Physical Therapy in Ontario's Long‐Term Care Homes","year":2018,"lang":"en","type":"article","venue":"Health Services Research","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University Health Network; University of Toronto; Toronto Rehabilitation Institute; University of Waterloo; McMaster University; McMaster University Medical Centre","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; Ontario Physiotherapy Association","keywords":"Medicine; Activities of daily living; Minimum Data Set; Long-term care; Rehabilitation; Gerontology; Physical therapy; Demography; Nursing homes; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001246295,0.0001541613,0.000515257,0.000346626,0.0003436041,0.00001196571,0.0002496168,0.0001180068,0.0001375319],"category_scores_gemma":[0.000004595749,0.0001216438,0.0000470139,0.0004196505,0.00009828607,0.000161434,0.00007763808,0.0003498186,0.000001807494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005839313,"about_ca_system_score_gemma":0.001585045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4145512,"about_ca_topic_score_gemma":0.9632953,"domain_scores_codex":[0.9966557,0.001064164,0.0005142099,0.0003771214,0.0006100321,0.0007787684],"domain_scores_gemma":[0.997127,0.0002906631,0.0003192734,0.0004549961,0.001640284,0.0001677612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.005267644,0.0001629456,0.3417922,0.01035379,0.00001725827,7.612113e-7,0.602616,0.000002495211,0.0001895528,0.00002623309,0.00005629297,0.03951482],"study_design_scores_gemma":[0.002011514,0.00490996,0.8083392,0.0004986107,0.000004517902,1.216092e-7,0.1831079,0.0001158152,0.0007344237,0.00008739851,0.000091628,0.00009894282],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995659,0.0008729537,0.00003299237,0.0004758347,0.0001091079,0.002444783,0.0003287146,0.00001701727,0.00005961272],"genre_scores_gemma":[0.997763,0.0001423351,0.0006402276,0.0001587663,0.0002240166,0.0006263215,0.0003795788,0.00003008965,0.0000356892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5487441,"threshold_uncertainty_score":0.5893474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1542330002809192,"score_gpt":0.578949428747796,"score_spread":0.4247164284668768,"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."}}