{"id":"W2050201700","doi":"10.1097/01.phm.0000150793.30261.82","title":"Predicting Outcomes after Hip Fracture Repair","year":2005,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Heart and Stroke Foundation of Canada","keywords":"Hip fracture; Medicine; Physical therapy; Cognition; Physical medicine and rehabilitation; Prospective cohort study; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001073739,0.0003993046,0.0003467565,0.000755235,0.0002417882,0.0004652987,0.000311069,0.000438892,0.001120446],"category_scores_gemma":[0.008943075,0.0001395333,0.0003249128,0.0004107348,0.0002250161,0.0003448804,0.0004611658,0.0006131355,0.0002406101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002796868,"about_ca_system_score_gemma":0.0003611291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497503,"about_ca_topic_score_gemma":0.003211538,"domain_scores_codex":[0.9995967,0.0001119179,0.00005736774,0.00005629807,0.0001096387,0.00006822288],"domain_scores_gemma":[0.997305,0.0007400234,0.001161623,0.00008403556,0.0003714473,0.00033788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007849559,0.00003607089,0.997436,0.000006999553,0.00002114995,0.00001885532,0.000025723,0.0001094684,0.00003267465,0.000004266033,0.00005645442,0.002173892],"study_design_scores_gemma":[0.000008511931,0.0001699536,0.9986001,0.00000859397,0.00001810432,0.0001187182,0.0001071788,0.0007927979,0.00007567257,0.00003311487,0.00006378203,0.000003520543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994172,0.0001146675,0.0001382296,0.00005034566,0.000005910154,0.000006314178,0.0001187,0.000004675401,0.0001439322],"genre_scores_gemma":[0.9994037,0.00004946515,0.0001404809,0.0000080488,0.000008581575,0.00000677985,0.0003099407,0.000001047245,0.00007190461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002497503,"threshold_uncertainty_score":0.005678535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00479574977096858,"score_gpt":0.2984086069663051,"score_spread":0.2936128571953365,"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."}}