{"id":"W1796695974","doi":"10.1002/14651858.cd000933","title":"Antibiotic prophylaxis for cesarean section","year":2002,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":278,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; McMaster University Medical Centre","funders":"","keywords":"Medicine; Endometritis; Relative risk; Antibiotic prophylaxis; Pregnancy; Incidence (geometry); Obstetrics; Randomized controlled trial; Confidence interval; Childbirth; Cochrane Library; Antibiotics; Surgery; 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":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0108833,0.0018177,0.02154488,0.001052429,0.0001790999,0.0001260152,0.001759005,0.0005859521,0.0002961599],"category_scores_gemma":[0.01074601,0.001178914,0.003840349,0.002012504,0.000181541,0.0004443392,0.000228102,0.0006073573,0.008152481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466758,"about_ca_system_score_gemma":0.0002204227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002213285,"about_ca_topic_score_gemma":0.00001110536,"domain_scores_codex":[0.9827328,0.004325042,0.009422131,0.001531096,0.001191333,0.0007976241],"domain_scores_gemma":[0.9800773,0.0021433,0.0113971,0.00546703,0.000618606,0.0002966994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004582475,0.000219779,9.637701e-8,0.9277157,0.0003779254,0.00001101684,0.00004107179,9.278046e-8,0.00001025109,0.00007817401,0.01847141,0.05306996],"study_design_scores_gemma":[0.0002235686,0.0001422314,1.284487e-8,0.5742072,0.006636081,0.000251941,0.00001181289,0.00002114958,0.000002816802,0.000001297426,0.4179094,0.0005924918],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.571345e-7,0.9342228,0.000696449,0.000001327498,0.001132941,0.05544658,0.007889618,0.0001515917,0.0004585153],"genre_scores_gemma":[8.282076e-7,0.9843246,0.002479292,0.000006075926,0.0006441684,0.004847253,0.006471836,0.0005153889,0.0007105306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3994379,"threshold_uncertainty_score":0.9994568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1715481420951988,"score_gpt":0.3886079250484459,"score_spread":0.2170597829532471,"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."}}