{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000552439,0.0001572289,0.0004861136,0.00008180346,0.00005898881,0.00000216749,0.0001229256,0.00008637964,0.00003723799],"category_scores_gemma":[0.0002748234,0.0001433878,0.00005109926,0.0004526103,0.00002725623,0.00002179722,0.00004220252,0.0004364802,0.00000545801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006316619,"about_ca_system_score_gemma":0.004697866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6371111,"about_ca_topic_score_gemma":0.6455439,"domain_scores_codex":[0.9981134,0.00006029584,0.0005805612,0.0003003444,0.0004186311,0.000526752],"domain_scores_gemma":[0.9987085,0.0001844576,0.0002073253,0.0003337763,0.00008353911,0.0004823408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001610719,0.00007273546,0.9417145,0.002924211,0.000005890887,0.00002081442,0.00008702824,0.00001246532,0.00002272879,0.0000842392,0.006387515,0.04850686],"study_design_scores_gemma":[0.00298264,0.0002682309,0.9649845,0.0001559631,0.00000790229,0.0001771624,0.0001364807,0.0002308362,0.0003350425,0.00004924284,0.03042546,0.0002465513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806002,0.006886427,0.00001602123,0.008758791,0.0003366681,0.0003884982,0.0001414117,0.00002436258,0.00284765],"genre_scores_gemma":[0.9936903,0.001104872,0.0003791467,0.004181585,0.0004361817,0.000005293448,0.0001232484,0.00001797889,0.00006138969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04826031,"threshold_uncertainty_score":0.8333813,"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."}}