{"id":"W2167063834","doi":"10.1080/13607860412331303810","title":"Hip fracture-related changes in health ratings of older patients with cognitive impairment","year":2004,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hip fracture; Rehabilitation; Medicine; Cognition; Mental health; Physical therapy; Perception; Cognitive impairment; Occupational safety and health; Health and Retirement Study; Physical medicine and rehabilitation; Gerontology; Psychology; Psychiatry; Osteoporosis","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":[0.001133528,0.0001679564,0.0003857382,0.0005272834,0.0002730575,0.0004790287,0.0002102065,0.0003632577,0.001288997],"category_scores_gemma":[0.01054703,0.0001496432,0.0005878427,0.0004120093,0.0002761663,0.0003477728,0.0004579173,0.0005492556,0.0001678141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711278,"about_ca_system_score_gemma":0.0002006711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004537462,"about_ca_topic_score_gemma":0.006421315,"domain_scores_codex":[0.9993967,0.0002187874,0.00008357663,0.00005676984,0.0001592075,0.00008492484],"domain_scores_gemma":[0.9967705,0.0007275679,0.001676638,0.000164256,0.0003790177,0.0002820776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002938164,0.00008835507,0.9952891,0.00001749935,0.0001176521,0.00003821667,0.0002935749,0.0001325,0.0001438359,0.00001471224,0.00008464519,0.003486176],"study_design_scores_gemma":[0.00000907611,0.0001751438,0.9993987,0.000002642717,0.00001601013,0.00005332876,0.0001307894,0.000111183,0.0000310719,0.00001595386,0.00005226393,0.000003829862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993283,0.00008398734,0.00004928503,0.00002933039,0.000004432945,0.00001133184,0.0001235264,0.000002242793,0.0003676079],"genre_scores_gemma":[0.9996828,0.00003284619,0.00004776636,0.00001425752,0.000004815897,0.000006494406,0.0001263081,3.286818e-7,0.00008436955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004537462,"threshold_uncertainty_score":0.009022117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006674771757235355,"score_gpt":0.2912530486910452,"score_spread":0.2845782769338099,"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."}}