{"id":"W2184567322","doi":"10.1016/s1701-2163(16)34662-x","title":"Antibiotic Prophylaxis in Obstetric Procedures","year":2010,"lang":"en","type":"review","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Surgical site infection prevention","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation and Economic Development Trois Rivières; Congress of Aboriginal Peoples; Ontario Neurotrauma Foundation","funders":"","keywords":"Medicine; Antibiotic prophylaxis; Antibiotics; Intensive care medicine; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003987704,0.0002699858,0.001799588,0.001300778,0.0000443253,0.00002194009,0.0001324205,0.0006659487,0.0004059273],"category_scores_gemma":[0.01554337,0.0001938358,0.0002682652,0.001592727,0.00005613227,0.00005928114,0.0000444023,0.001825272,0.000002082855],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599493,"about_ca_system_score_gemma":0.006511513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305358,"about_ca_topic_score_gemma":0.01285516,"domain_scores_codex":[0.9978018,0.0001268969,0.001181956,0.0002227195,0.0003879388,0.0002787216],"domain_scores_gemma":[0.995269,0.002923158,0.001075298,0.0001592057,0.0003012181,0.0002721008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001366621,0.0001108134,0.005299047,0.004919404,0.0000870224,0.003481062,0.00000454651,4.011808e-7,1.72716e-7,0.00001384687,0.00009218662,0.9859901],"study_design_scores_gemma":[0.001113594,0.0005335006,0.02197192,0.0009060999,0.000522778,0.001468869,0.00001078967,0.00000123636,6.852266e-7,0.00001987895,0.9732656,0.0001850532],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006313892,0.9808488,0.000001257925,0.00002563895,0.01169526,0.0004628641,0.000006248656,0.000004145071,0.0006418974],"genre_scores_gemma":[0.030116,0.9693871,0.00009710401,0.00005365885,0.00006634062,0.000003564429,0.000006895514,0.00002828585,0.0002410649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858051,"threshold_uncertainty_score":0.9991207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872824572869762,"score_gpt":0.2841109168676502,"score_spread":0.2653826711389526,"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."}}