{"id":"W4281887832","doi":"10.1097/corr.0000000000002263","title":"Classifications in Brief: Pires Classification of Interprosthetic Femur Fractures","year":2022,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Femur; Prosthesis; Classification scheme; Surgery; Femur fracture; Amputation; Orthopedic surgery; Arthroplasty","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003067373,0.001279988,0.0007659117,0.008930262,0.00119061,0.001919136,0.001735681,0.001508386,0.01149288],"category_scores_gemma":[0.01334189,0.0002467871,0.0009552062,0.005005957,0.000917476,0.002211959,0.002104123,0.0029055,0.00724591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732975,"about_ca_system_score_gemma":0.00435741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203494,"about_ca_topic_score_gemma":0.01032514,"domain_scores_codex":[0.9964233,0.0005450321,0.0007793946,0.0003639301,0.001470362,0.0004178013],"domain_scores_gemma":[0.9935282,0.00056371,0.00108467,0.0002214613,0.004047309,0.0005546873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003041462,0.00007749604,0.04939052,0.001587123,0.00009510628,0.0004699371,0.0005386334,0.000516344,0.0005308843,0.01184085,0.5882167,0.3464323],"study_design_scores_gemma":[0.00007268673,0.000186033,0.0473478,0.003592107,0.0001054287,0.005815872,0.0008540252,0.0005327887,0.0002479052,0.009004717,0.9321545,0.00008610584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05224726,0.2683391,0.06300399,0.08601294,0.06143733,0.004982539,0.05877326,0.002256658,0.4029469],"genre_scores_gemma":[0.3637516,0.2168819,0.1005859,0.03188464,0.04202984,0.005539666,0.1306655,0.0009123338,0.1077487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01203494,"threshold_uncertainty_score":0.0384475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121751727117659,"score_gpt":0.4510723351703723,"score_spread":0.3388971624586063,"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."}}