{"id":"W4407285661","doi":"10.1093/jcag/gwae059.234","title":"A234 ELEVATED DIRECT BILIRUBIN DOES NOT PREDICT ELEVATED CONJUGATED BILIRUBIN IN NEONATES","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System","funders":"","keywords":"Bilirubin; Direct bilirubin; Internal medicine; Conjugated system; Medicine; Gastroenterology; Chemistry; Biochemistry; Organic chemistry","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":[0.001203174,0.0001438497,0.0005625209,0.0004689392,0.00006977979,0.00001043906,0.0002426552,0.0002574805,0.00007902322],"category_scores_gemma":[0.001605694,0.00009483207,0.0001741602,0.0004187433,0.00008666217,0.00004984498,0.00002926237,0.0005779887,0.000001743207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782048,"about_ca_system_score_gemma":0.001465907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008878056,"about_ca_topic_score_gemma":0.2240683,"domain_scores_codex":[0.9978662,0.0002906795,0.0009193753,0.0001517086,0.0003062392,0.0004657552],"domain_scores_gemma":[0.997917,0.00016863,0.0008718761,0.000191043,0.0005802949,0.0002711848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001724299,0.00008674679,0.9567336,0.0001007163,0.0002017705,0.00003583717,0.00004482538,0.00001627184,0.03639951,0.00001049309,0.00444453,0.0002014073],"study_design_scores_gemma":[0.007020246,0.0008026559,0.9255649,0.0004853636,0.0001694633,0.00007920481,0.00008964817,0.000203431,0.06149098,0.0001212563,0.003894742,0.00007812031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961779,0.00004642974,0.00000140736,0.03687429,0.0006357357,0.0002430822,0.0001110192,0.000007864465,0.0003011788],"genre_scores_gemma":[0.9934308,0.00004911185,0.00004744996,0.004238868,0.00007297003,0.000003523282,0.00001715411,0.000009656001,0.002130469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2151902,"threshold_uncertainty_score":0.9977219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005621636805102291,"score_gpt":0.2405676448004431,"score_spread":0.2349460079953408,"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."}}