{"id":"W2038407389","doi":"10.1067/s0002-9378(03)00974-8","title":"Umbilical cord pH and base excess values in relation to neonatal morbidity for infants delivered preterm","year":2003,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St Joseph's Health Care","funders":"","keywords":"Medicine; Umbilical cord; Umbilical artery; Intraventricular hemorrhage; Gestational age; Apgar score; Obstetrics; Periventricular leukomalacia; Necrotizing enterocolitis; Base excess; Bronchopulmonary dysplasia; Meconium; Respiratory distress; Umbilical vein; Acidosis; Fetus; Anesthesia; Pediatrics; Pregnancy","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":[0.0005063537,0.0002724851,0.0004894685,0.001081181,0.0003722558,0.0006461093,0.0005075323,0.0005840915,0.001292081],"category_scores_gemma":[0.004953179,0.0002607788,0.0005482699,0.001204165,0.0003815008,0.0004413066,0.0005001959,0.001235528,0.0002000249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000420989,"about_ca_system_score_gemma":0.0003805321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006071631,"about_ca_topic_score_gemma":0.005530662,"domain_scores_codex":[0.9997293,0.00007355045,0.00003684869,0.00003950272,0.00005536836,0.00006536574],"domain_scores_gemma":[0.9967495,0.001394284,0.0009201696,0.0001276889,0.0001448247,0.0006635607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001078458,0.00004348717,0.9969106,0.000008604873,0.00004316427,0.0004168481,0.00007246939,0.0001088566,0.0002572786,0.0000277823,0.00004176879,0.000990694],"study_design_scores_gemma":[0.000008283424,0.0002599956,0.9984056,0.000005571712,0.00003881972,0.0006033042,0.0002024259,0.0002697997,0.0001012143,0.00005293775,0.00004723826,0.000004723202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988775,0.0002813962,0.00003826534,0.00004060479,0.000008437511,0.000002899438,0.0001977736,0.000003200784,0.0005500302],"genre_scores_gemma":[0.999443,0.0001764051,0.00004289508,0.000009925284,0.00001275766,0.000003240252,0.0001890001,0.000002026466,0.0001207946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006071631,"threshold_uncertainty_score":0.01207256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190890001951137,"score_gpt":0.2859571766480968,"score_spread":0.2668681764529831,"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."}}