{"id":"W3217385569","doi":"10.1186/s12891-021-04849-7","title":"Fracture profiles of a 4-year cohort of 266,324 first incident upper extremity fractures from population health data in Ontario","year":2021,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St Joseph's Health Care; St Joseph's Health Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Forearm; Humerus; Elbow; Wrist; Ulna; Population; Upper limb; Orthopedic surgery; Sports medicine; Surgery; Orthodontics; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005387761,0.0002243911,0.000401687,0.001270418,0.001439515,0.0007389347,0.0007430356,0.0003945728,0.001400082],"category_scores_gemma":[0.002281918,0.0004915658,0.0004580615,0.002839754,0.0004407249,0.0003535109,0.0007849491,0.000432694,0.0002845774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006493454,"about_ca_system_score_gemma":0.005342022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8869926,"about_ca_topic_score_gemma":0.9293412,"domain_scores_codex":[0.9990982,0.00005176178,0.00009350973,0.0001565366,0.0003686685,0.0002313927],"domain_scores_gemma":[0.9982427,0.00008795389,0.0007113692,0.0001182153,0.0006199929,0.0002197742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001960171,0.000008099365,0.9983197,0.00001727734,0.0000182112,0.00006746913,0.0003200837,0.00003932663,0.0001239782,0.00001000065,0.0003150486,0.0007412852],"study_design_scores_gemma":[0.000001576091,0.000007388852,0.999312,0.000009069308,0.000006041848,0.00006160611,0.000283414,0.0000455975,0.00001359604,0.000003939162,0.0002537495,0.000002000711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924292,0.0002448591,0.000117106,0.0001181163,0.000004664541,0.0000416924,0.006253629,0.000007953592,0.0007828402],"genre_scores_gemma":[0.9958742,0.0002163339,0.0001381314,0.00004218654,0.000003997241,0.00002900796,0.003313921,0.000003191179,0.0003789113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1130074,"threshold_uncertainty_score":0.2273457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653034327877608,"score_gpt":0.2996300146099271,"score_spread":0.283099671331151,"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."}}