{"id":"W2194548105","doi":"10.1136/archdischild-2015-308304","title":"Elective caesarean delivery adversely affects preductal oxygen saturation during birth transition","year":2015,"lang":"en","type":"article","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Vaginal delivery; Umbilical artery; Umbilical cord; Heart rate; Obstetrics and gynaecology; Anesthesia; Oxygen saturation; Elective caesarean section; Caesarean section; Resuscitation; Obstetrics; Pregnancy; Blood pressure; Gestation; Internal medicine; Oxygen","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":[0.0004105418,0.0001891816,0.0002686803,0.0002551431,0.0001432999,0.0003822085,0.0002341803,0.0003545935,0.0009964231],"category_scores_gemma":[0.003005186,0.0001630104,0.0002378647,0.0002609434,0.000249914,0.0002242696,0.0003099706,0.0003986189,0.0001824515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130677,"about_ca_system_score_gemma":0.0002306703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009320123,"about_ca_topic_score_gemma":0.0007768987,"domain_scores_codex":[0.9997373,0.00006156759,0.00002209614,0.00007362493,0.00004800901,0.00005737515],"domain_scores_gemma":[0.9982746,0.0004506184,0.0009088079,0.0000901698,0.00007645098,0.000199357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001575292,0.00007972622,0.9919072,0.00002244156,0.00004387965,0.0004387161,0.0001098623,0.00005342671,0.003011344,0.00001800999,0.00003887276,0.002701195],"study_design_scores_gemma":[0.000005160533,0.0003620944,0.9989337,0.000004966567,0.00001408028,0.0003385674,0.00005210473,0.00005292904,0.0001916414,0.000009028508,0.00003404949,0.000001591893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996086,0.0002072497,0.00003276788,0.00001026653,0.000003315507,0.000002709968,0.00003779016,0.000001242038,0.00009602722],"genre_scores_gemma":[0.9996075,0.0001593824,0.00003862141,0.000009896716,0.000005988082,0.000004130943,0.0001024427,0.000001216664,0.00007087628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009964231,"threshold_uncertainty_score":0.00333333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457508694812161,"score_gpt":0.2781398734731024,"score_spread":0.2635647865249808,"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."}}