{"id":"W2468534813","doi":"","title":"FOLLOW-UP OF METAL-ON-METAL HIP REPLACEMENT PATIENTS IS CURRENTLY NOT EVIDENCE-BASED OR COST EFFECTIVE","year":2015,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery-british Volume","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Protocol (science); Population; Emergency medicine; Environmental health; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002149946,0.0002369067,0.001444736,0.0003768132,0.00008054828,0.00005272448,0.00003246931,0.00009946879,0.0003838048],"category_scores_gemma":[0.002441687,0.0001916196,0.0005820642,0.0002162988,0.0001466964,0.0003698459,0.00004602417,0.0003511137,0.00001823529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004522,"about_ca_system_score_gemma":0.0004663842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092935,"about_ca_topic_score_gemma":0.00001470092,"domain_scores_codex":[0.9966522,0.0001833324,0.001423062,0.000277962,0.001110677,0.0003527579],"domain_scores_gemma":[0.9968931,0.0004247728,0.001141386,0.0002052882,0.0008103928,0.0005250385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01058664,0.001434593,0.4773584,0.000508771,0.0005392216,0.001522445,0.000279786,0.000003630827,0.000413876,0.000002408715,0.178095,0.3292553],"study_design_scores_gemma":[0.02986294,0.0162142,0.8323663,0.01823046,0.001491269,0.004909353,0.0004745179,0.0003206419,0.007573586,0.00002989668,0.08768002,0.0008467737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947115,0.001759612,0.0001010752,0.0008163142,0.001770796,0.0006296973,0.0001180394,0.00001191796,0.00008111224],"genre_scores_gemma":[0.9969568,0.0007509355,0.0001436454,0.000941494,0.0002995519,0.0000163019,0.00001634319,0.0000284385,0.0008464714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.355008,"threshold_uncertainty_score":0.7814022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06283350122411051,"score_gpt":0.2822376306641139,"score_spread":0.2194041294400034,"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."}}