{"id":"W2921033702","doi":"10.1056/nejmoa1808817","title":"A Randomized Trial of Prophylactic Antibiotics for Miscarriage Surgery","year":2019,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Surgical site infection prevention","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Centre for Global Health Research; Hospital for Sick Children; Institute of Health Economics","funders":"Department for International Development; National Institute for Health and Care Research; Wellcome Trust; Medical Research Council; Wellcome; World Health Organization","keywords":"Medicine; Miscarriage; Prophylactic Surgery; Randomized controlled trial; Antibiotics; Prophylactic antibiotic; Surgery; Pregnancy; Antibiotic prophylaxis; Internal medicine","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":[0.004578723,0.0001142539,0.001405215,0.0002764311,0.00001402795,0.000003833137,0.00004777365,0.00008386443,0.001095185],"category_scores_gemma":[0.005064715,0.00006543781,0.0004656185,0.0001699066,0.0000824845,0.0000663129,0.000006856105,0.0002071446,0.00000388239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003158066,"about_ca_system_score_gemma":0.0002094738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002096311,"about_ca_topic_score_gemma":8.485417e-7,"domain_scores_codex":[0.9979672,0.0002443437,0.001083696,0.00009705689,0.0004751592,0.0001325873],"domain_scores_gemma":[0.9953105,0.003083059,0.0009071681,0.0001418227,0.0003689756,0.0001884253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9469475,0.0001958455,0.001520172,0.000280501,0.0002554296,0.00002802853,0.000121022,0.000007757542,0.005845911,0.0001192828,0.0007708385,0.04390775],"study_design_scores_gemma":[0.9819248,0.003216017,0.0003422477,0.000666234,0.0007116842,0.0005316699,0.0000274252,0.00006742529,0.002201003,0.0006703601,0.009582271,0.00005888615],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988295,0.0004392065,0.002522418,0.003455299,0.002825916,0.001262448,9.461925e-7,0.000008890622,0.00118993],"genre_scores_gemma":[0.9944227,0.000165088,0.0003925014,0.0001189109,0.003747093,7.119599e-7,0.000005430939,0.00001449602,0.001133034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04384887,"threshold_uncertainty_score":0.999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777950436503267,"score_gpt":0.3109337370268309,"score_spread":0.2831542326617982,"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."}}