{"id":"W2531291509","doi":"","title":"CEMENTED FEMORAL FIXATION: WHY DO ANYTHING OTHER?","year":2014,"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":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Survivorship curve; Fixation (population genetics); Medicine; Implant; Osteolysis; Surgery; Dentistry; Population","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":[0.001397289,0.0001304668,0.0007554213,0.0002214227,0.0001381991,0.0001327425,0.00001608362,0.00007829301,0.0007116853],"category_scores_gemma":[0.0003617881,0.0001239453,0.0002777778,0.0001173814,0.00007963104,0.0002812786,0.00002689399,0.0002812394,0.00001405607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002292925,"about_ca_system_score_gemma":0.00007895146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009988149,"about_ca_topic_score_gemma":0.00002145312,"domain_scores_codex":[0.9981595,0.00007654662,0.0009240099,0.0001530109,0.0004174149,0.00026952],"domain_scores_gemma":[0.9987622,0.00008101612,0.0005758354,0.0001071143,0.000208171,0.0002656374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002233083,0.0002623465,0.4233445,0.0002341616,0.0001591415,0.001625334,0.0002105797,0.000003403574,0.001099559,0.00005044967,0.2525603,0.3202269],"study_design_scores_gemma":[0.002839391,0.0005968277,0.4507451,0.002334402,0.0001596145,0.02815889,0.0002665483,0.0004768321,0.0001477095,0.0001612065,0.5138019,0.0003115607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916935,0.001509081,0.001836764,0.002999921,0.0007656362,0.00008944953,0.00001294872,0.00002356882,0.001069117],"genre_scores_gemma":[0.9941532,0.0005664543,0.0008447965,0.002302731,0.001114929,0.000001106734,0.000006863273,0.00002451499,0.0009853999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3199154,"threshold_uncertainty_score":0.7792455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864028424470001,"score_gpt":0.2281385458004308,"score_spread":0.2094982615557308,"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."}}