{"id":"W1981321515","doi":"10.1007/s11999-012-2358-8","title":"Assessing the Gold Standard: A Review of 253 Two-Stage Revisions for Infected TKA","year":2012,"lang":"en","type":"review","venue":"Clinical Orthopaedics and Related Research","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Periprosthetic; Survivorship curve; Surgery; Stage (stratigraphy); WOMAC; Gold standard (test); Orthopedic surgery; Arthroplasty; Osteoarthritis; Cancer; Internal medicine","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":[0.009230404,0.000818699,0.00216583,0.009674519,0.0005269548,0.001533748,0.002178521,0.001274999,0.0009630659],"category_scores_gemma":[0.03553712,0.0006370067,0.001625402,0.008856044,0.001333918,0.00234804,0.0007536512,0.0006671606,0.0004041124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001876,"about_ca_system_score_gemma":0.002395567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001623055,"about_ca_topic_score_gemma":0.003561753,"domain_scores_codex":[0.9910942,0.001552838,0.004150413,0.000756916,0.002328569,0.0001171227],"domain_scores_gemma":[0.9506114,0.02888521,0.01142204,0.001185489,0.007398124,0.0004977976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004215427,0.000077401,0.08158702,0.09664878,0.001715684,0.003944845,0.001565492,0.000262941,0.001691516,0.0004359999,0.008071848,0.8035769],"study_design_scores_gemma":[0.0002459605,0.001968302,0.4559681,0.2019023,0.01600922,0.1039061,0.005791908,0.001056298,0.005676308,0.0009135007,0.2061566,0.0004054924],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01357595,0.9843551,0.0006819991,0.0002595409,0.0002569189,0.0000457012,0.0002032348,0.00001670857,0.0006050065],"genre_scores_gemma":[0.1210222,0.8744603,0.00265107,0.0006080751,0.0003563142,0.00008614884,0.0006039625,0.00003279891,0.000179085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009674519,"threshold_uncertainty_score":0.04881561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3495393445824262,"score_gpt":0.6085093205708992,"score_spread":0.258969975988473,"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."}}