{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285958,0.000263694,0.0003153708,0.001094333,0.0002532141,0.0006775322,0.0003725777,0.0002987441,0.004223394],"category_scores_gemma":[0.0106164,0.0001234106,0.0002388587,0.001190998,0.0004105587,0.0003141563,0.0004292799,0.0004576892,0.0006015231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009707961,"about_ca_system_score_gemma":0.00168893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352927,"about_ca_topic_score_gemma":0.01306424,"domain_scores_codex":[0.9985498,0.0003452338,0.0003172119,0.0001522961,0.0004804048,0.0001550842],"domain_scores_gemma":[0.9943246,0.001487004,0.00211966,0.0002129225,0.00123919,0.0006166198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007569896,0.000007014874,0.9944969,0.0000568217,0.00001088441,0.000489554,0.00002441725,0.00004314896,0.0001158277,0.00006335987,0.0004639738,0.004152386],"study_design_scores_gemma":[0.000006816072,0.00007066647,0.9910677,0.0002766098,0.0000404369,0.004641971,0.0003349347,0.0003619029,0.000631713,0.0002136209,0.002346294,0.00000732758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757717,0.006352874,0.0005765018,0.0009915372,0.0001188043,0.00004019867,0.002494934,0.00002037815,0.01363308],"genre_scores_gemma":[0.9978175,0.0008348625,0.0003179047,0.00007594331,0.00002778194,0.00001064917,0.000499454,0.000004909813,0.0004109811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01352927,"threshold_uncertainty_score":0.02690107,"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."}}