{"id":"W4415439000","doi":"10.1302/1358-992x.2025.10.139","title":"PREDICTORS OF ADVERSE EVENTS FOLLOWING INTRAMEDULLARY AND EXTRAMEDULLARY FIXATION OF TROCHANTERIC HIP FRACTURES","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Adverse effect; Intramedullary rod; Ambulatory; Implant; Logistic regression; Randomized controlled trial; Incidence (geometry)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001580786,0.0002066115,0.0005357302,0.0004592499,0.000250365,0.0003079881,0.0002279833,0.0002855667,0.000912695],"category_scores_gemma":[0.007434327,0.0001624504,0.0009845514,0.0007496554,0.0002199219,0.0002676591,0.0003330025,0.0006236739,0.00004249778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980304,"about_ca_system_score_gemma":0.0003699595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009467947,"about_ca_topic_score_gemma":0.001479202,"domain_scores_codex":[0.9988224,0.0004855137,0.0001907103,0.0001277333,0.000237405,0.0001361974],"domain_scores_gemma":[0.9928735,0.002766563,0.003558729,0.0002011016,0.0002748561,0.0003252143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001308397,0.0000576692,0.9946601,0.00003733761,0.0001283848,0.00006306161,0.00002265284,0.0001287476,0.00007532227,0.00001449049,0.00004919342,0.003454555],"study_design_scores_gemma":[0.0001046619,0.0007160573,0.9980839,0.00001494564,0.0001241046,0.0002522453,0.00004429857,0.0004054036,0.0001215015,0.00004063441,0.00008617462,0.000006059191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990658,0.000514625,0.0001163979,0.00004245437,0.000005587139,0.00001529597,0.0001129342,0.000001795133,0.0001250001],"genre_scores_gemma":[0.9995824,0.0001268687,0.00007523227,0.00002044043,0.00001825581,0.00001343105,0.0001225242,6.618317e-7,0.00004014152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001580786,"threshold_uncertainty_score":0.008360088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005458333983352548,"score_gpt":0.2580184426793963,"score_spread":0.2525601086960437,"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."}}