{"id":"W4410472321","doi":"10.1016/j.jogc.2025.102922","title":"Antibiotic Regimens for the Management of Preterm Prelabour Rupture of Membranes: A Multicenter Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Jewish General Hospital; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Retrospective cohort study; Rupture of membranes; Antibiotics; Multicenter study; Cohort study; Obstetrics; Pregnancy; Internal medicine; Gestational age; Microbiology; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002900431,0.0001035069,0.0004722384,0.0001490366,0.00005841228,0.000006460137,0.0001368327,0.00006912002,0.00002946631],"category_scores_gemma":[0.0005712164,0.00006823873,0.00008292311,0.0002661964,0.00006752018,0.000029118,0.00004389365,0.0001998456,2.828035e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158307,"about_ca_system_score_gemma":0.000437441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603401,"about_ca_topic_score_gemma":0.002659642,"domain_scores_codex":[0.9989352,0.00003647243,0.0004855146,0.0001225463,0.0002657365,0.0001545856],"domain_scores_gemma":[0.9979957,0.0008209471,0.0004420271,0.0001884424,0.0004861339,0.00006672598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008018626,0.0002018212,0.9912846,0.0005825245,0.001889851,0.0003253541,0.0001961177,0.000009292681,0.0000163102,0.000146946,0.0006981343,0.004568871],"study_design_scores_gemma":[0.004597633,0.0009493501,0.9904147,0.00006694684,0.001177905,0.00001413377,0.00143267,0.00008349019,0.0001996059,0.00003994811,0.000972789,0.0000508499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988827,0.005110833,0.00005315378,0.0003155287,0.003499225,0.00110283,0.00003971862,0.000001452575,0.00105027],"genre_scores_gemma":[0.9985946,0.0005599739,0.0002165166,0.000142941,0.00001219331,0.000004546135,0.000001300567,0.000006346473,0.0004615657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009767629,"threshold_uncertainty_score":0.2782695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006453702736382624,"score_gpt":0.2406762224770665,"score_spread":0.2342225197406839,"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."}}