{"id":"W2076117079","doi":"10.1054/arth.2003.50038","title":"The fate of cementless jumbo cups in revision hip arthroplasty","year":2003,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Surgery; Total hip arthroplasty; Aseptic processing; Arthroplasty; Resorption; 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":[0.001091822,0.0004366573,0.0006087085,0.001104114,0.001415335,0.002916863,0.0008749853,0.002879376,0.002567908],"category_scores_gemma":[0.006789221,0.0003563053,0.0005410675,0.0005436054,0.001582748,0.00109574,0.000697945,0.0009078939,0.0009266908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007559853,"about_ca_system_score_gemma":0.0005832357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009009024,"about_ca_topic_score_gemma":0.001053409,"domain_scores_codex":[0.9991338,0.0001784331,0.00006011596,0.00006530518,0.0003251332,0.0002371893],"domain_scores_gemma":[0.9979596,0.0007193967,0.0004783654,0.0002349903,0.0004372872,0.000170372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02397226,0.001607708,0.3319058,0.001230959,0.000360218,0.1092529,0.004686659,0.002987769,0.1060693,0.0167009,0.01126446,0.3899612],"study_design_scores_gemma":[0.0004778472,0.007725467,0.3711266,0.0008086286,0.001020459,0.3660063,0.01069959,0.007543116,0.08530876,0.01719909,0.1317822,0.0003019841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605256,0.03054061,0.0008316369,0.00158128,0.0002550977,0.00003106434,0.000162419,0.00002797897,0.006044419],"genre_scores_gemma":[0.9946969,0.00376673,0.0002711414,0.000273202,0.00008048096,0.00000706328,0.00009590183,0.00001012533,0.0007984582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002916863,"threshold_uncertainty_score":0.008590519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840219267284998,"score_gpt":0.2696535813968539,"score_spread":0.2512513887240039,"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."}}