{"id":"W2555832979","doi":"10.1111/jgs.14538","title":"Trends in Operative and Nonoperative Hip Fracture Management 1990–2014: A Longitudinal Analysis of Manitoba Administrative Data","year":2016,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Sinai Health System; University of Manitoba; University Health Network; University of Toronto; McGill University","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Medicine; Hip fracture; Longitudinal data; General surgery; Gerontology; Demography; Internal medicine; Osteoporosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001454536,0.0003476804,0.0003428704,0.002361908,0.001050843,0.0009099737,0.001132595,0.0004218517,0.001042458],"category_scores_gemma":[0.003880871,0.0004860557,0.0006725881,0.00565667,0.0004382035,0.0005141054,0.001002099,0.0008093073,0.0002187656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009547123,"about_ca_system_score_gemma":0.0169746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9396169,"about_ca_topic_score_gemma":0.952386,"domain_scores_codex":[0.9989852,0.0001615478,0.000105699,0.0001720103,0.0002862395,0.0002891461],"domain_scores_gemma":[0.9955864,0.0002207979,0.001485742,0.0001668314,0.001947211,0.0005929055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002334889,0.00002077763,0.9983674,0.00001494511,0.00005986134,0.0000164365,0.0001145188,0.00009183541,0.00005187291,0.00002487005,0.0006000469,0.0006141489],"study_design_scores_gemma":[0.000005566445,0.00001792701,0.9985943,0.00002303753,0.00002864821,0.00003099536,0.0003896608,0.0003744939,0.00003474158,0.00001104643,0.0004848916,0.000004732017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795211,0.0008141641,0.0002738641,0.0006995429,0.00001980813,0.0000580281,0.01767928,0.00002559149,0.0009085628],"genre_scores_gemma":[0.9876545,0.0007320027,0.0004810067,0.0002019705,0.00001574676,0.00007224069,0.01038738,0.000006839438,0.0004483643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06038314,"threshold_uncertainty_score":0.1214774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719015841578053,"score_gpt":0.3503043581085755,"score_spread":0.313114199692795,"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."}}