{"id":"W2991084338","doi":"10.1016/j.arcped.2019.10.013","title":"Neonatal cord blood eucapnic pH: A potential biomarker predicting the need for transfer to the NICU","year":2019,"lang":"en","type":"article","venue":"Archives de Pédiatrie","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; Vitalité Health Network; Université de Sherbrooke","funders":"","keywords":"Medicine; Acidosis; Asphyxia; Neonatal intensive care unit; Biomarker; Umbilical cord; Metabolic acidosis; Umbilical artery; Cord blood; Receiver operating characteristic; Area under the curve; Anesthesia; Cord; Pediatrics; Internal medicine; Fetus; Pregnancy; Surgery; Chemistry; Biochemistry; Biology","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":[0.0002734662,0.000181101,0.0002334133,0.00007940214,0.0001597754,0.00002328778,0.0003127252,0.0000657108,0.00008430854],"category_scores_gemma":[0.000124902,0.0001015079,0.0002767158,0.0001682645,0.0001365939,0.00003444738,0.0001104355,0.000273075,0.00008186261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008130338,"about_ca_system_score_gemma":0.0001052075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002240599,"about_ca_topic_score_gemma":0.00001099598,"domain_scores_codex":[0.9986668,0.00009800622,0.0002494198,0.0003301846,0.0001722034,0.0004834173],"domain_scores_gemma":[0.9987214,0.0006710368,0.00002561636,0.0004085454,0.00002191754,0.0001515415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01778093,0.0005811622,0.0473884,0.0006012213,0.001424291,0.000403023,0.02349936,0.0001798413,0.393079,0.005093487,0.003121891,0.5068474],"study_design_scores_gemma":[0.02797813,0.009330981,0.4529707,0.0002864412,0.003519789,0.006333824,0.006777558,0.01960125,0.02689169,0.009230017,0.4355894,0.001490204],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757686,0.0009407637,0.007529784,0.01172059,0.0004276924,0.00174649,0.0001448831,0.0000680737,0.001653128],"genre_scores_gemma":[0.9929274,0.00005629037,0.0007711559,0.003972969,0.0004995514,0.0001145054,0.00004807431,0.00003629633,0.001573736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5053571,"threshold_uncertainty_score":0.4139373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009627447971209,"score_gpt":0.2399123585166591,"score_spread":0.229816084036947,"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."}}