{"id":"W1990494215","doi":"10.1097/00003086-200211000-00028","title":"Revision Total Knee Arthroplasty","year":2002,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Total knee arthroplasty; Arthroplasty; Sports medicine; Orthopedic surgery; Surgery; General surgery; Physical therapy","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":[0.0003770714,0.0003877322,0.0006574619,0.0005208272,0.0004960596,0.0007654305,0.0002769729,0.0003598793,0.005307193],"category_scores_gemma":[0.002219229,0.0001174013,0.0005768248,0.0003523598,0.0002320496,0.0002614764,0.0003788765,0.0003496282,0.001759788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002011637,"about_ca_system_score_gemma":0.0003573791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002757703,"about_ca_topic_score_gemma":0.0007226776,"domain_scores_codex":[0.9993151,0.0001093923,0.00009473784,0.00008621808,0.0002844243,0.000110021],"domain_scores_gemma":[0.9984816,0.0002507399,0.0006003986,0.0001205049,0.0003069737,0.0002398361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005822528,0.0001983063,0.5982609,0.0009167228,0.0004847708,0.01544937,0.0003187614,0.0001231635,0.006851755,0.0003553349,0.01001415,0.3664446],"study_design_scores_gemma":[0.00009270958,0.001775719,0.5602064,0.0004424306,0.0004897251,0.3972317,0.0006606631,0.000279223,0.001953303,0.000406562,0.036419,0.00004259744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8795443,0.09320407,0.005633193,0.0007204225,0.0006195874,0.0001172151,0.0005968302,0.000409323,0.01915502],"genre_scores_gemma":[0.9816031,0.01202825,0.00121042,0.0005899826,0.0004057866,0.00004020867,0.0004873323,0.00002049833,0.00361434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005307193,"threshold_uncertainty_score":0.01775432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09666040069870155,"score_gpt":0.4040866366539961,"score_spread":0.3074262359552945,"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."}}