{"id":"W3059445133","doi":"10.1093/pch/pxaa068.018","title":"19 Treatment of Neonatal Hyperbilirubinemia – Ontario Cohort 2014-2018","year":2020,"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":"","funders":"","keywords":"Medicine; Exchange transfusion; Pediatrics; Incidence (geometry); Kernicterus; Cohort; Population; Retrospective cohort study; Jaundice; Unconjugated hyperbilirubinemia; Cohort study; Gestation; Pregnancy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006386124,0.000409376,0.0007444201,0.002349848,0.001645537,0.0008715845,0.001394937,0.0003823632,0.004488184],"category_scores_gemma":[0.003619525,0.0006045284,0.001594911,0.005886564,0.0004216503,0.0004419759,0.001229994,0.0005925287,0.0005294888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02687952,"about_ca_system_score_gemma":0.03175076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9425034,"about_ca_topic_score_gemma":0.9605736,"domain_scores_codex":[0.9984484,0.00009522698,0.0002240539,0.0002420259,0.000587734,0.0004025926],"domain_scores_gemma":[0.9965268,0.0001401086,0.001531093,0.0001496917,0.001217961,0.0004342961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002895386,0.00003870201,0.9831467,0.0007297653,0.0003055754,0.0002764841,0.0004671451,0.00007081656,0.0001658327,0.0001184927,0.005664388,0.008726434],"study_design_scores_gemma":[0.00004031848,0.00004486037,0.9931111,0.0003894451,0.0001974606,0.0002273613,0.0003989574,0.00008062762,0.00005987623,0.00002449982,0.005415386,0.00001001595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853361,0.009835532,0.0002951829,0.0008810698,0.0001226568,0.0004643153,0.09201596,0.00004923559,0.01099999],"genre_scores_gemma":[0.9675061,0.006159809,0.0005420536,0.0005321372,0.00007438499,0.0003832897,0.02144242,0.00003166833,0.003328159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05749661,"threshold_uncertainty_score":0.1950255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702483059815791,"score_gpt":0.2720154776619474,"score_spread":0.2549906470637895,"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."}}