{"id":"W2962724473","doi":"10.1002/uog.20403","title":"Utility of ultrasound assessment in management of pregnancies with preterm prelabor rupture of membranes","year":2019,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Oligohydramnios; Obstetrics; Periventricular leukomalacia; Gestation; Umbilical artery; Ultrasound; Chorioamnionitis; Respiratory distress; Gestational age; Amniotic fluid index; Intraventricular hemorrhage; Fetal distress; Pregnancy; Rupture of membranes; Fetus; Surgery; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115695,0.0002046799,0.0003992281,0.00113563,0.0002763826,0.0005963936,0.0003464877,0.0003234646,0.000516002],"category_scores_gemma":[0.008558063,0.0001398217,0.0002236009,0.0008045668,0.0002572325,0.0003879633,0.0003871953,0.0004873175,0.0001052118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671194,"about_ca_system_score_gemma":0.0006301065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001622928,"about_ca_topic_score_gemma":0.001418225,"domain_scores_codex":[0.9991474,0.0003833556,0.0001492929,0.0000994307,0.0001390612,0.00008142974],"domain_scores_gemma":[0.9972743,0.0007704886,0.001331602,0.00006455253,0.0002630154,0.00029601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001199169,0.00002587578,0.9946102,0.00002188586,0.00001469991,0.0002435047,0.00005446552,0.00007921,0.0001581226,0.00001656978,0.00005316275,0.004602507],"study_design_scores_gemma":[0.00001481346,0.0004881031,0.9944746,0.00009502327,0.0000563403,0.002334112,0.0004555081,0.001132217,0.0005020601,0.00006697184,0.0003675647,0.00001278372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962974,0.002098355,0.0003179934,0.0002500545,0.00001664245,0.00002541274,0.0001587615,0.00000840058,0.0008270349],"genre_scores_gemma":[0.9989064,0.0004290618,0.000435617,0.00003453029,0.00002447586,0.00001356809,0.0001101102,0.000001504513,0.00004467964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001622928,"threshold_uncertainty_score":0.006118655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00744127902504468,"score_gpt":0.2443455374795356,"score_spread":0.2369042584544909,"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."}}