{"id":"W2057528056","doi":"10.1007/s00264-015-2764-0","title":"Periprosthetic supracondylar femoral fractures following knee arthroplasty: a biomechanical comparison of four methods of fixation","year":2015,"lang":"en","type":"article","venue":"International Orthopaedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Intramedullary rod; Periprosthetic; Medicine; Fixation (population genetics); Femur; Orthodontics; Biomechanics; Surgery; Arthroplasty; Anatomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008135381,0.000211738,0.0005917207,0.0002957088,0.00004291526,0.00001860226,0.0001057648,0.0001659034,0.000335839],"category_scores_gemma":[0.001020699,0.0001770266,0.0003576363,0.0002254846,0.000147922,0.0001788324,0.0001045886,0.0002766038,0.00001595769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006006048,"about_ca_system_score_gemma":0.0002837755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003633301,"about_ca_topic_score_gemma":0.00001358733,"domain_scores_codex":[0.9976539,0.0001212097,0.0008470552,0.0002852676,0.0008606796,0.0002319003],"domain_scores_gemma":[0.9984222,0.0001970462,0.0004844595,0.0002243004,0.00044266,0.0002293172],"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":[0.001239178,0.00110985,0.6212525,0.0001207515,0.0007538364,0.0001550712,0.001645027,0.0001610129,0.014489,0.002135853,0.001787863,0.35515],"study_design_scores_gemma":[0.03498443,0.009879102,0.2960718,0.001614745,0.001831359,0.002591135,0.007189327,0.08913663,0.0893129,0.002744176,0.4627755,0.001868874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571343,0.00034752,0.0367598,0.000835686,0.002645826,0.0003077843,0.00007326858,0.00005263347,0.001843194],"genre_scores_gemma":[0.9687634,0.00001588699,0.03031908,0.0001884103,0.0002817498,0.0000099745,0.0001463664,0.00002985033,0.0002452758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4609877,"threshold_uncertainty_score":0.7218934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06205929874725556,"score_gpt":0.3978339947036774,"score_spread":0.3357746959564218,"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."}}