{"id":"W2910110903","doi":"10.1071/ah18073","title":"Examination of the dependency and complexity of patients admitted to in-patient rehabilitation in Australia","year":2019,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Rehabilitation; Medicine; Cohort; Physical therapy; Comorbidity; Epidemiology; Retrospective cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00153335,0.0001646092,0.0004322867,0.001648022,0.0007029983,0.00105777,0.0006282518,0.0004205091,0.001802344],"category_scores_gemma":[0.01128417,0.0002922801,0.0006992982,0.001399876,0.0005456234,0.0009637783,0.001808286,0.0009916187,0.0002140793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180018,"about_ca_system_score_gemma":0.002504888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02742883,"about_ca_topic_score_gemma":0.04145538,"domain_scores_codex":[0.9980866,0.0004443364,0.0004088191,0.0002540859,0.0005010035,0.0003051987],"domain_scores_gemma":[0.9913481,0.0006762072,0.005374662,0.0002042839,0.001200527,0.001196222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002273844,0.00003246671,0.9952178,0.00008338066,0.00004516437,0.00007945933,0.0006655583,0.0000343246,0.00006516522,0.00003347902,0.0003512211,0.003369253],"study_design_scores_gemma":[7.578079e-7,0.00002740871,0.9991065,0.0000507884,0.0000061423,0.0001034074,0.000367639,0.00006793563,0.00001319057,0.00001532626,0.0002373652,0.000003426169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965481,0.0006060748,0.0001337681,0.0008116788,0.00002326428,0.00004655228,0.0005746376,0.000004693904,0.001251213],"genre_scores_gemma":[0.9980956,0.0005939012,0.0003102407,0.0002238212,0.00003891852,0.00004407263,0.0004837135,0.000003239991,0.0002066073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02742883,"threshold_uncertainty_score":0.05453837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038754051419835,"score_gpt":0.3961827780682384,"score_spread":0.2923073729262549,"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."}}