{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002015492,0.0003137582,0.0004985266,0.001233559,0.00650171,0.003116303,0.001989118,0.001797206,0.003399044],"category_scores_gemma":[0.01272456,0.000446738,0.0005297188,0.00425853,0.002280223,0.001910281,0.001563681,0.002565396,0.0003200843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0643489,"about_ca_system_score_gemma":0.2145506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895643,"about_ca_topic_score_gemma":0.9943061,"domain_scores_codex":[0.996461,0.0003667838,0.0002706655,0.0002640173,0.001293828,0.001343714],"domain_scores_gemma":[0.9775636,0.0009669519,0.002445135,0.0001759557,0.009120939,0.009727406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001238484,0.0002487442,0.8210666,0.001285865,0.00008505623,0.0008810282,0.008714722,0.0002888484,0.0002777521,0.00124938,0.0509387,0.1148395],"study_design_scores_gemma":[0.00005741424,0.0001211293,0.9208308,0.003348496,0.00009261606,0.0006336645,0.04513368,0.0005785513,0.0001283698,0.0006410811,0.02832449,0.0001097691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4752018,0.05129741,0.0006460001,0.4406567,0.001739175,0.0002793239,0.002871571,0.00008416297,0.02722387],"genre_scores_gemma":[0.9170932,0.04747058,0.002185262,0.02984002,0.00040475,0.0001073193,0.001209184,0.00002845349,0.001661317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0643489,"threshold_uncertainty_score":0.4668861,"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."}}