{"id":"W2986666628","doi":"10.1016/j.jogc.2019.06.016","title":"Preterm Premature Rupture of Membranes in Twins: Comparison of Rupture in the Presenting Versus Non-presenting Sac","year":2019,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Health Sciences Centre; Sunnybrook Hospital; University of Toronto; North York General Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gestation; Premature rupture of membranes; Gestational age; Obstetrics; Retrospective cohort study; Latency stage; Rupture of membranes; Cervical cerclage; Pregnancy; Pediatrics; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004509519,0.0001371976,0.0007062188,0.0003724292,0.000032375,0.000005021761,0.0002643527,0.000278348,0.00003363687],"category_scores_gemma":[0.003260506,0.00009265886,0.00007814335,0.0006512247,0.0001088352,0.00008131584,0.0000729517,0.001098421,9.030774e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494269,"about_ca_system_score_gemma":0.0004986364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495683,"about_ca_topic_score_gemma":0.006347337,"domain_scores_codex":[0.9984065,0.0001064668,0.0007343486,0.000181048,0.0003403146,0.0002312742],"domain_scores_gemma":[0.9968788,0.001734972,0.0008255871,0.000283637,0.0002354194,0.00004158852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005538911,0.0001925988,0.9936247,0.0005605952,0.000138729,0.0005929526,0.001254144,0.000153122,0.0003712744,0.00006072523,0.0001992591,0.00279654],"study_design_scores_gemma":[0.003627525,0.0003942847,0.989242,0.0001447869,0.0001190214,0.00008497161,0.003934426,0.0002099122,0.001521363,0.00009906861,0.0005340157,0.00008861376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980692,0.01405165,0.000001382108,0.0005099782,0.00286014,0.0003479679,0.000004218859,0.000002141,0.001530524],"genre_scores_gemma":[0.999597,0.00008637131,0.000179501,0.00004225695,0.00002311453,0.000002259949,0.000002093706,0.000008831257,0.00005853452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01890504,"threshold_uncertainty_score":0.4772152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630111522805663,"score_gpt":0.2716497134791412,"score_spread":0.2553485982510846,"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."}}