{"id":"W3204621714","doi":"10.1503/cjs.018520","title":"Management of patients with hip fracture receiving anticoagulation: What are we doing in Canada?","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; Canadian Orthopaedic Trauma Society; University of Toronto; University of Calgary; Arthrex","keywords":"Medicine; Hip fracture; Orthopedic surgery; Anesthesiology; Warfarin; Seniority; Acetabular fracture; Physical therapy; Surgery; General surgery; Emergency medicine; Internal medicine; Acetabulum; Anesthesia; Osteoporosis; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000165911,0.00009405664,0.0003675336,0.0002681077,0.00003664645,0.00002685291,0.00004460244,0.00004313206,0.000275238],"category_scores_gemma":[0.00004424416,0.00007716274,0.00006096135,0.0002997725,0.00002026137,0.000210122,0.000004297931,0.0002199906,2.833312e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165297,"about_ca_system_score_gemma":0.004093543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1384334,"about_ca_topic_score_gemma":0.8347623,"domain_scores_codex":[0.998976,0.00003613561,0.0003861267,0.00009195046,0.0002857453,0.0002240325],"domain_scores_gemma":[0.9988305,0.0001084614,0.0002859755,0.0001308621,0.0002717638,0.0003724178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003786936,0.00001482577,0.9730894,0.0001535496,0.00008636903,0.005543547,0.000223152,0.0003426431,0.00000244695,0.000001928346,0.002655057,0.01784919],"study_design_scores_gemma":[0.0003802533,0.00000979891,0.9789986,0.00369661,0.00005082807,0.00006079823,0.002388789,0.00000530661,0.0001750056,0.000007764828,0.01414757,0.00007864727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916233,0.003456714,0.00003955873,0.004202916,0.0003936551,0.00006005184,0.000005308036,0.000001030547,0.0002174856],"genre_scores_gemma":[0.9985284,0.0003684878,0.0002017934,0.0007597917,0.00007043602,4.086588e-7,0.00001065532,0.00001290044,0.00004710114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6963289,"threshold_uncertainty_score":0.8673038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922803394165137,"score_gpt":0.2188429043956203,"score_spread":0.1996148704539689,"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."}}