{"id":"W3024390805","doi":"10.1016/j.jogc.2020.02.093","title":"With advances in neonatal resuscitation, are we doing more cesarean sections at borderline viability? A cross-sectional study","year":2020,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Gestation; Neonatal resuscitation; Obstetrics; Resuscitation; Pregnancy; Fetus; Live birth; Pediatrics; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002519148,0.0002148056,0.0002896644,0.000450535,0.0006604327,0.0009654812,0.0006001322,0.001055819,0.002568595],"category_scores_gemma":[0.009872218,0.0004544558,0.0003936275,0.001028464,0.0006286201,0.001015744,0.0004666534,0.001351405,0.0003527484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005315867,"about_ca_system_score_gemma":0.001124637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620261,"about_ca_topic_score_gemma":0.01931374,"domain_scores_codex":[0.9983912,0.0006755281,0.0001616867,0.0002993007,0.0002202093,0.000252029],"domain_scores_gemma":[0.9926621,0.001945512,0.003189787,0.0004242652,0.0006675271,0.001110838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007571567,0.00008821373,0.998499,0.00001117511,0.00005959437,0.00002475052,0.0002116,0.000007106024,0.0000419885,0.00003541166,0.0001811382,0.0007641477],"study_design_scores_gemma":[0.00001235025,0.0001897378,0.9981151,0.00002503241,0.00006166755,0.0001093954,0.001121061,0.00005510947,0.00001691259,0.00002860738,0.0002602324,0.000004882826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976894,0.0006690272,0.00007442974,0.0006768614,0.00002741456,0.000008805227,0.000245291,0.000001835168,0.0006069453],"genre_scores_gemma":[0.9989464,0.0002875666,0.00006923788,0.0003773048,0.00002638712,0.00001083022,0.0001149407,0.000001843149,0.0001653728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01620261,"threshold_uncertainty_score":0.03221655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189313292465731,"score_gpt":0.3130151899774052,"score_spread":0.2911220570527479,"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."}}