{"id":"W4385969169","doi":"10.2340/17453674.2023.18263","title":"Fracture pattern and risk factors for reoperation after treatment of 156 periprosthetic fractures around an anatomic cemented hip stem","year":2023,"lang":"en","type":"article","venue":"Acta Orthopaedica","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Radiography; Lesser Trochanter; Orthopedic surgery; Avulsion fracture; Femoral fracture; Arthroplasty; Dentistry; Femur; Avulsion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001672554,0.0003038201,0.0004567902,0.0001958173,0.0001820309,0.00004027792,0.00004708078,0.0001745522,0.0002095705],"category_scores_gemma":[0.00004576381,0.000204802,0.0001595124,0.0001486082,0.0001134977,0.0001699943,0.00002461124,0.0001365764,0.000006918172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004982499,"about_ca_system_score_gemma":0.00008762236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001790368,"about_ca_topic_score_gemma":0.0001290293,"domain_scores_codex":[0.9983994,0.00007176542,0.0003947204,0.0004493263,0.00031987,0.0003649455],"domain_scores_gemma":[0.9989604,0.0001498827,0.000191594,0.0003678831,0.0000747361,0.0002555095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005799923,0.0003249224,0.8700754,0.0001197989,0.0002377302,0.00006017114,0.00286317,0.000007553363,0.0007896546,0.000002310497,0.000520766,0.1244185],"study_design_scores_gemma":[0.004307804,0.003627345,0.9318824,0.0001099056,0.0005230225,0.00005937071,0.002085473,0.001920116,0.001860595,0.0000127606,0.05330685,0.0003043836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972054,0.0003205299,0.0001803249,0.0005672758,0.0002142942,0.0009854209,0.0003970585,0.0001111115,0.00001856484],"genre_scores_gemma":[0.9970508,0.001292191,0.00007624702,0.0002941288,0.000242514,0.000103535,0.0006026797,0.00005235746,0.000285528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1241142,"threshold_uncertainty_score":0.8351584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783631443132122,"score_gpt":0.2819056242162802,"score_spread":0.264069309784959,"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."}}