{"id":"W4291143800","doi":"10.1503/cjs.006821","title":"Modes of failure of hip hemiarthroplasty for femoral neck fracture","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Orthopaedic Innovation Centre; Concordia Hospital","funders":"National Center for Advancing Translational Sciences; Max Rady College of Medicine, University of Manitoba; School of Medicine; University of South Alabama","keywords":"Medicine; Periprosthetic; Surgery; Femoral neck; Retrospective cohort study; Subluxation; Femoral fracture; Femur; Arthroplasty; Osteoporosis; Internal medicine","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":[0.0003915549,0.0001031029,0.0005390904,0.0004313468,0.00009287269,0.000005753628,0.00009108475,0.00007252914,0.0008963777],"category_scores_gemma":[0.0002950011,0.00008848422,0.0003533707,0.000183311,0.00008603354,0.00007054627,0.000007231217,0.0003456419,3.59032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009721905,"about_ca_system_score_gemma":0.002525714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008203128,"about_ca_topic_score_gemma":0.001144213,"domain_scores_codex":[0.9989125,0.00003552138,0.0004900423,0.00008175902,0.0002408284,0.0002393329],"domain_scores_gemma":[0.998494,0.0002374752,0.0004205286,0.000141012,0.0002640024,0.0004429854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007382442,0.0001024887,0.6077356,0.0004229186,0.0003293457,0.0006567326,0.00152025,0.002304047,0.004477104,0.00009334377,0.3752754,0.006344544],"study_design_scores_gemma":[0.003251355,0.001087354,0.1870796,0.0006746475,0.0005059111,0.002461705,0.006802903,0.0002064063,0.03886265,0.0009596111,0.7576094,0.000498417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944934,0.001425392,0.0001859627,0.003117443,0.0003643684,0.0001119684,0.0001439365,0.000002499198,0.0001550819],"genre_scores_gemma":[0.9983678,0.00001118608,0.000457576,0.0007357252,0.0002425759,0.000002946945,0.00001942413,0.0000196681,0.0001430342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4206559,"threshold_uncertainty_score":0.9814707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982462426578771,"score_gpt":0.2463133357495146,"score_spread":0.2164887114837268,"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."}}