{"id":"W2130954325","doi":"10.1375/136905203322296575","title":"The Association Between Early Membrane Rupture, Latency, Clinical Chorioamnionitis, Neonatal Infection, and Adverse Perinatal Outcomes in Twin Pregnancies Complicated by Preterm Prelabour Rupture of Membranes","year":2003,"lang":"en","type":"article","venue":"Twin Research","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Chorioamnionitis; Medicine; Rupture of membranes; Obstetrics; Premature rupture of membranes; Pregnancy; Gestational age","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":[],"consensus_categories":[],"category_scores_codex":[0.002406004,0.0001895574,0.0005431985,0.000155563,0.0002297337,0.00005469118,0.0001395505,0.0003004595,0.00008833734],"category_scores_gemma":[0.001675202,0.0001341937,0.0001596753,0.0005386259,0.0003939049,0.0001807424,0.0001304953,0.0009241227,0.00002072186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131093,"about_ca_system_score_gemma":0.0001453351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009227777,"about_ca_topic_score_gemma":0.000211519,"domain_scores_codex":[0.9970725,0.0005763746,0.0006659646,0.0003657228,0.0007791404,0.0005403054],"domain_scores_gemma":[0.9971983,0.001762243,0.0001481753,0.0003105093,0.000398867,0.000181879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001744775,0.0001156105,0.9940013,0.0001797569,0.0001731014,0.00002073815,0.0003208875,3.940322e-7,0.000411415,0.00019996,0.0002675115,0.004134831],"study_design_scores_gemma":[0.001394366,0.0003549325,0.9705387,0.0001165291,0.00003805527,0.0000176495,0.0001468564,0.00001231817,0.001001944,0.0001368817,0.02610805,0.0001337207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935809,0.002969983,0.000002177583,0.0007739755,0.0001400913,0.0007875411,0.0001028689,0.00003059659,0.00161185],"genre_scores_gemma":[0.9922237,0.001524013,0.00002079401,0.0000318391,0.00006989261,0.00004819591,0.00004395023,0.00002403402,0.006013628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02584054,"threshold_uncertainty_score":0.5472259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317272697350705,"score_gpt":0.3479570672158435,"score_spread":0.3047843402423364,"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."}}