{"id":"W3091800749","doi":"10.1097/bot.0000000000001936","title":"What Factors Increase Revision Surgery Risk When Treating Displaced Femoral Neck Fractures With Arthroplasty: A Secondary Analysis of the HEALTH Trial","year":2020,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Western University","funders":"Canadian Institutes of Health Research; National Institutes of Health; ZonMw; Acumed; Amgen; McMaster University; Stryker; Sanofi","keywords":"Medicine; Arthroplasty; Femoral neck; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01006735,0.0009311253,0.003100118,0.0006467868,0.0004019488,0.001555449,0.0006950059,0.001881854,0.003499081],"category_scores_gemma":[0.02167264,0.0004245307,0.01059559,0.0006963591,0.0006912331,0.000917591,0.0005781284,0.001801243,0.000168013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000502536,"about_ca_system_score_gemma":0.001053424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009135616,"about_ca_topic_score_gemma":0.001607604,"domain_scores_codex":[0.9877226,0.009202144,0.001123225,0.0008968481,0.0005121914,0.000543042],"domain_scores_gemma":[0.9818008,0.01175067,0.003868229,0.0009994968,0.0007642885,0.000816466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8116678,0.001758466,0.06525229,0.008880124,0.08267011,0.0002510946,0.0001154149,0.0008195653,0.001122048,0.0004397811,0.001561012,0.02546229],"study_design_scores_gemma":[0.5466237,0.09245744,0.1744085,0.001411686,0.1719831,0.0004968171,0.0002238989,0.005068386,0.001922214,0.002012297,0.003258734,0.0001331614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557104,0.03343231,0.002376932,0.001444947,0.001092216,0.001988403,0.001885491,0.00007051382,0.001998819],"genre_scores_gemma":[0.9942003,0.001826047,0.001005272,0.0005002541,0.0005289897,0.0009470584,0.0005747279,0.00001053567,0.0004069209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01006735,"threshold_uncertainty_score":0.05324191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324608902344633,"score_gpt":0.2873032230424428,"score_spread":0.2640571340189965,"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."}}