{"id":"W3020991319","doi":"10.7759/cureus.7893","title":"Antibiotic Cement in Arthroplasty: A Meta-analysis of Randomized Controlled Trials","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Periprosthetic; Randomized controlled trial; Odds ratio; Arthroplasty; Confidence interval; Meta-analysis; Antibiotics; Cochrane Library; Internal medicine; Cement; Surgery; Microbiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002073705,0.0001412063,0.008556495,0.0002159978,0.00001768651,0.000007645846,0.00001785215,0.00005076344,0.002741062],"category_scores_gemma":[0.002669545,0.00007467673,0.004161701,0.0005590855,0.00004641799,0.00002643548,0.00001465338,0.00006341393,0.00001732463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002313015,"about_ca_system_score_gemma":0.00005574921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001363496,"about_ca_topic_score_gemma":0.0000607768,"domain_scores_codex":[0.9976988,0.0005762219,0.001192828,0.0001873625,0.000227841,0.000116886],"domain_scores_gemma":[0.9984136,0.000827688,0.000411368,0.0001781313,0.00008122278,0.00008796816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.05956439,0.0008034931,0.007569312,0.00003456465,0.9302073,0.00006320405,0.0003576363,0.0001858129,0.0001896391,0.0005445344,0.0001367755,0.0003434195],"study_design_scores_gemma":[0.3353347,0.0001923624,0.0006143113,0.00000464693,0.6617997,0.000001193403,0.0000475989,0.001619627,0.000130172,0.00001136042,0.0001926071,0.00005176059],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088674,0.0417174,0.00434588,0.00957785,0.0005092319,0.01373043,0.0001627903,0.0001225418,0.02096645],"genre_scores_gemma":[0.9985461,0.0004160476,0.0002937638,0.0003018013,0.00003934538,0.00008216494,0.00002840796,0.000007385185,0.0002849824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2757703,"threshold_uncertainty_score":0.9981706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133108309218954,"score_gpt":0.3639604683556552,"score_spread":0.2308521591367012,"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."}}