{"id":"W2762681897","doi":"10.1093/pch/19.6.e35-25","title":"25: Surveillance of Severe Neonatal Hyperbilirubinemia in Canada","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Exchange transfusion; Pediatrics; Jaundice; Gestational age; Incidence (geometry); ABO incompatibility; Kernicterus; Bilirubin; Gestation; Pregnancy; ABO blood group system; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008630127,0.0003872047,0.0003307097,0.002549054,0.001906921,0.001021206,0.001414346,0.0003819549,0.001885798],"category_scores_gemma":[0.003591708,0.0002403265,0.0004303181,0.004766709,0.0003123099,0.0002411949,0.0007658522,0.0004011318,0.0002281505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04098133,"about_ca_system_score_gemma":0.09019532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953094,"about_ca_topic_score_gemma":0.995378,"domain_scores_codex":[0.9987873,0.00008550007,0.0001296655,0.0001178697,0.000552421,0.0003272231],"domain_scores_gemma":[0.9946538,0.0001286662,0.0005454472,0.00005975903,0.003375669,0.001236717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009822367,0.00005198364,0.9607342,0.000234864,0.00006704683,0.0003784638,0.0004647659,0.0002843623,0.0006736656,0.0002316888,0.01153761,0.02524308],"study_design_scores_gemma":[0.0000174897,0.00005407344,0.9916062,0.0001561523,0.00003206261,0.0002181996,0.0006226879,0.000634188,0.0003079401,0.0000307996,0.006303284,0.00001687924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.89907,0.008532098,0.001131183,0.004601828,0.0002128259,0.001071596,0.04873069,0.0002747548,0.03637496],"genre_scores_gemma":[0.9792663,0.004318013,0.002196073,0.001352426,0.00003801964,0.000197525,0.009064906,0.00002353818,0.003543084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04098133,"threshold_uncertainty_score":0.2973418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005480703966763418,"score_gpt":0.232899531238921,"score_spread":0.2274188272721576,"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."}}