{"id":"W2038229300","doi":"10.4055/jkoa.2010.45.2.114","title":"Treatment of Periprosthetic Femoral Fractures after Hip Arthroplasty","year":2010,"lang":"en","type":"article","venue":"The Journal of the Korean Orthopaedic Association","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Surgery; Fixation (population genetics); Hip arthroplasty; Arthroplasty; Bony union; Total hip arthroplasty; Internal fixation; Dentistry","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":[0.0004209182,0.0003184313,0.0003920794,0.001057243,0.0004831989,0.0003378005,0.0004265759,0.000768487,0.0007926785],"category_scores_gemma":[0.002966513,0.0001511785,0.0003734335,0.0007604829,0.0003291991,0.0001580234,0.0002646102,0.000284927,0.0002702879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003756853,"about_ca_system_score_gemma":0.000530144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722455,"about_ca_topic_score_gemma":0.003630115,"domain_scores_codex":[0.9993362,0.0001219756,0.000122704,0.00005373182,0.0002495557,0.0001157445],"domain_scores_gemma":[0.998677,0.0001762368,0.0007483,0.00004890938,0.000219634,0.0001298669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000601163,0.0003374557,0.898142,0.0005296231,0.000173915,0.005797999,0.0002601468,0.0004483967,0.004568818,0.00003264222,0.0004588056,0.08864892],"study_design_scores_gemma":[0.00004888137,0.001368781,0.9321933,0.000139195,0.0000906913,0.06200036,0.0002981408,0.000278142,0.001815875,0.00006720946,0.001681518,0.00001779515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906827,0.007466128,0.0005877156,0.0001096123,0.00002626144,0.00004346535,0.000087909,0.00001527621,0.0009809628],"genre_scores_gemma":[0.9974956,0.00137413,0.0005710094,0.0000795674,0.0000452598,0.00002499033,0.0001521478,0.000003564698,0.0002536719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001722455,"threshold_uncertainty_score":0.003424883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007411612883415538,"score_gpt":0.247174878176722,"score_spread":0.2397632652933064,"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."}}