{"id":"W2998639808","doi":"10.1111/apa.15152","title":"Determinants and effects of fluid status changes in caesarean delivered neonates","year":2019,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Caesarean section; Gestational age; Obstetrics; Birth weight; Cord blood; Vaginal delivery; Blood transfusion; Pregnancy; Pediatrics; Anesthesia; Surgery; Internal medicine","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":[0.00005675412,0.00009792262,0.0002796813,0.0001259503,0.00001183553,0.000003422992,0.00004265632,0.00007327281,0.00003565703],"category_scores_gemma":[0.00005188124,0.00007624789,0.00002463555,0.0001326078,0.00001914791,0.00003702546,0.00004780677,0.00008860978,0.00001426585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002596242,"about_ca_system_score_gemma":0.00003583234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048153,"about_ca_topic_score_gemma":0.0001398828,"domain_scores_codex":[0.999272,0.00002711326,0.0001530361,0.0001642627,0.0001377825,0.0002457299],"domain_scores_gemma":[0.9994855,0.0001437208,0.000061764,0.00013872,0.00003893471,0.0001313411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002040731,0.0000455138,0.9615952,0.0019114,0.000006322573,0.00007620114,0.0004807195,4.401381e-8,0.008086107,0.000004176945,0.00007427455,0.02751602],"study_design_scores_gemma":[0.001743756,0.0008329303,0.9812585,0.0001867851,0.00003037008,0.00002328204,0.0000950389,0.0001305196,0.01461405,0.00002638275,0.0009612967,0.00009713064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959823,0.003038113,1.324415e-7,0.0002128734,0.0001278341,0.0003848339,0.00001476101,0.00001354288,0.0002255977],"genre_scores_gemma":[0.9968114,0.002652405,0.00006429452,0.000191878,0.00005852365,0.000007420373,0.000007378347,0.00001150009,0.0001952154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02741889,"threshold_uncertainty_score":0.3109299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005466826453024768,"score_gpt":0.2441777122956205,"score_spread":0.2387108858425958,"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."}}