{"id":"W4393358373","doi":"10.1080/02703181.2024.2322488","title":"Rehabilitation Therapy and Multimorbidity: A Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Physical & Occupational Therapy In Geriatrics","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Waterloo","funders":"Ministry of Long-Term Care; Institute for Clinical Evaluative Sciences; Ministry of Health, Ontario","keywords":"Rehabilitation; Retrospective cohort study; Medicine; Physical therapy; Physical medicine and rehabilitation; Cohort; Occupational therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334686,0.0001768786,0.0002875345,0.0002124099,0.0000497447,0.00008859537,0.0000573172,0.00003630645,0.0001024578],"category_scores_gemma":[0.000100394,0.0001471683,0.00009027187,0.00066583,0.0000791388,0.0002016924,0.00002767245,0.0001845427,0.00001876838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565511,"about_ca_system_score_gemma":0.0001413936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092469,"about_ca_topic_score_gemma":0.000006386913,"domain_scores_codex":[0.9985392,0.00008803013,0.0002228756,0.0004648965,0.0005193012,0.0001657044],"domain_scores_gemma":[0.999202,0.00038609,0.00003921811,0.000211775,0.00009884706,0.00006202728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007908251,0.002333352,0.9682581,0.00006573564,0.0002372305,0.0000307459,0.001698123,0.00004263078,0.0002559224,0.009458644,0.0006688596,0.01615985],"study_design_scores_gemma":[0.002065798,0.001227618,0.982915,0.0000245967,0.00003858362,0.000001114427,0.0002219374,0.00438246,0.0000122008,0.008239695,0.0007321202,0.0001388711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957703,0.0006804585,0.00005730832,0.0005855859,0.0001909223,0.001831662,0.00001999362,0.000126949,0.0007367727],"genre_scores_gemma":[0.9982432,0.0005245836,0.0002433774,0.00009615642,0.0004678253,0.0002699087,0.00006415979,0.00002559857,0.00006519708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01602098,"threshold_uncertainty_score":0.600135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05295639239008924,"score_gpt":0.3840935111828125,"score_spread":0.3311371187927232,"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."}}