{"id":"W4229815032","doi":"10.21203/rs.3.rs-407561/v1","title":"Fluid Status Changes During the Transition in Infants of Diabetic Mothers.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Umbilical cord; Fetus; Gestational age; Extracellular fluid; Cord blood; Diabetes mellitus; Obstetrics; Body fluid; Birth weight; Lung; Fluid compartments; Gestational diabetes; Pregnancy; Gestation; Internal medicine; Endocrinology; Extracellular; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003109877,0.0003024871,0.0004167471,0.0007494111,0.0003354732,0.0006377891,0.000214406,0.0003508633,0.0006738799],"category_scores_gemma":[0.0008531079,0.0001764017,0.0002664349,0.0006036682,0.0002749184,0.0002320795,0.00048346,0.0004231984,0.0001103952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005079999,"about_ca_system_score_gemma":0.0002445698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261677,"about_ca_topic_score_gemma":0.001736558,"domain_scores_codex":[0.999702,0.0000690533,0.00003012943,0.00007876018,0.00005136385,0.00006864222],"domain_scores_gemma":[0.9994605,0.00006000397,0.0003026014,0.00002600571,0.00003864907,0.0001122738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001644443,0.0001462654,0.9908735,0.00004031743,0.00003213019,0.000822254,0.0002798926,0.0000241522,0.002374693,0.00001561334,0.0000367923,0.003709993],"study_design_scores_gemma":[0.00000639133,0.0007156173,0.9973565,0.00000709962,0.00002053873,0.0009640912,0.0003277546,0.00004978074,0.0004158902,0.00001195968,0.0001202135,0.000004185804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994567,0.0003054786,0.00003004131,0.000006791392,0.000002919048,0.000004982459,0.00008964318,0.000001388666,0.0001020128],"genre_scores_gemma":[0.9993888,0.0001974213,0.00008269175,0.00001670367,0.000006385211,0.00001006347,0.0001746281,0.000001151142,0.0001220857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00261677,"threshold_uncertainty_score":0.005203068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04876108138914197,"score_gpt":0.3712094804813128,"score_spread":0.3224483990921708,"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."}}