{"id":"W2087929294","doi":"10.1097/01.blo.0000238777.34939.82","title":"The John Charnley Award","year":2006,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Bearing surface; Implant; Arthroplasty; Femur; Osteolysis; Implant failure; Cement; Surgery; Dentistry; Composite material; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006134633,0.0001639818,0.0003588977,0.0001245255,0.001085231,0.00009983383,0.0001387093,0.0003912124,0.0001369254],"category_scores_gemma":[0.001169591,0.00008799224,0.0003009565,0.0004654023,0.001836064,0.00005004558,0.0002106303,0.002204049,0.0002718855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002095088,"about_ca_system_score_gemma":0.0002738542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005099126,"about_ca_topic_score_gemma":0.00002333608,"domain_scores_codex":[0.9965869,0.0004117038,0.000897923,0.000475178,0.0008757763,0.0007525005],"domain_scores_gemma":[0.9968846,0.001795576,0.00009914072,0.0004571157,0.0003278894,0.0004356181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005935067,0.0006802388,0.4224368,0.00007579575,0.0002870453,0.001668963,0.0000514614,0.00000196433,0.00006685797,0.02395685,0.1096183,0.4405622],"study_design_scores_gemma":[0.002145642,0.0006998205,0.2613988,0.0001021859,0.000049051,0.000561754,0.000088011,0.0005026684,0.000007343948,0.001664147,0.7326561,0.0001244878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8973874,0.008668486,0.00001773157,0.02518423,0.002146175,0.0007523031,0.00001337116,0.0001235278,0.06570682],"genre_scores_gemma":[0.9405159,0.01799156,0.0000689611,0.0002603607,0.001248095,0.00001640936,0.00003220292,0.00003976238,0.03982675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6230378,"threshold_uncertainty_score":0.9575621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06651735234863791,"score_gpt":0.4135207791927931,"score_spread":0.3470034268441551,"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."}}