{"id":"W2256244153","doi":"10.1302/0301-620x.93b5.25908","title":"Cross-linked<i>versus</i>conventional polyethylene for total hip replacement","year":2011,"lang":"en","type":"review","venue":"Journal of Bone and Joint Surgery - British Volume","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; McMaster University; Mount Sinai Hospital","funders":"","keywords":"Radiological weapon; Medicine; Confidence interval; Osteolysis; Meta-analysis; Cross-linked polyethylene; Polyethylene; Surgery; Dentistry; Internal medicine; Materials science; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001944061,0.0003984577,0.003537091,0.0004257872,0.0001847044,0.0001510353,0.00004054006,0.0003593359,0.001705829],"category_scores_gemma":[0.0004771173,0.0003751855,0.00250315,0.0001257413,0.0001943973,0.0002651559,0.0000770853,0.0006356156,0.0000242132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009927504,"about_ca_system_score_gemma":0.0008758647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005714388,"about_ca_topic_score_gemma":0.000006667425,"domain_scores_codex":[0.9958466,0.0000908411,0.002681666,0.0003914649,0.0004850087,0.0005044068],"domain_scores_gemma":[0.9965501,0.0003223523,0.002066039,0.000222894,0.0003706517,0.0004679628],"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":[0.0005498385,0.0002613029,0.0007226149,0.008125087,0.0007421932,0.001083965,0.00001325127,4.085721e-8,8.98148e-7,0.00001366221,0.07037729,0.9181098],"study_design_scores_gemma":[0.002273199,0.0007343018,0.003000772,0.02064449,0.001335361,0.03891561,0.00001221338,0.000002469755,5.303752e-7,0.00001453804,0.9327222,0.000344372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003617712,0.9913756,0.0001097405,0.00009739796,0.003617343,0.0005613837,0.0003412837,0.00001949819,0.0002600742],"genre_scores_gemma":[0.00024432,0.9878203,0.0005989083,0.0001146364,0.001891299,0.0000255686,0.0001755132,0.00007847373,0.009050963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9177655,"threshold_uncertainty_score":0.99987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07496679791793778,"score_gpt":0.3177541347155559,"score_spread":0.2427873367976181,"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."}}