{"id":"W4389075187","doi":"10.1097/01.aoa.0000990388.09949.eb","title":"Optimal Timing of Labor Induction After Prelabor Rupture of Membranes at Term: A Secondary Analysis of the TERMPROM Study","year":2023,"lang":"en","type":"article","venue":"Obstetric Anesthesia Digest","topic":"Pregnancy-related medical research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Prom; Medicine; Rupture of membranes; Labor induction; Induction of labor; Term (time); Pregnancy; Obstetrics; Premature rupture of membranes; Fetus; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004745606,0.0002095284,0.0008135156,0.001118157,0.0000621423,0.00000724897,0.0003391744,0.000248843,0.0003093506],"category_scores_gemma":[0.001252767,0.0001376164,0.0002987872,0.007789339,0.0003043614,0.00009617016,0.000165485,0.0004609227,0.00001365321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011029,"about_ca_system_score_gemma":0.000292439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006692516,"about_ca_topic_score_gemma":0.000009175662,"domain_scores_codex":[0.997241,0.0001930468,0.0006808193,0.0003760527,0.001161376,0.0003477676],"domain_scores_gemma":[0.9977129,0.0006329704,0.0003497305,0.0008302013,0.0003234184,0.0001507943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007028789,0.001356544,0.957956,0.001169889,0.002263855,0.0006901962,0.007104075,0.0002605263,0.01998896,0.00001162946,0.0001321102,0.008363321],"study_design_scores_gemma":[0.001320162,0.000476102,0.9823273,0.0007509779,0.002061962,0.00003527447,0.001182483,0.0003446517,0.01120413,0.000002370852,0.0001790942,0.0001154383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952044,0.003049359,8.356368e-7,0.0004555901,0.00006585565,0.0009015576,0.00002743436,0.00004382875,0.0002511631],"genre_scores_gemma":[0.9975008,0.0003191701,0.00004577765,0.00003746367,0.00003061333,0.00007406356,0.00003439435,0.00003413135,0.001923531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02437134,"threshold_uncertainty_score":0.5611835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114273068497459,"score_gpt":0.2896982043886568,"score_spread":0.2685554737036822,"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."}}