{"id":"W2011263865","doi":"10.1016/j.clinbiochem.2014.04.001","title":"Neonatal total bilirubin measurements: Still room for harmonization","year":2014,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Kaiser Permanente","keywords":"Bilirubin; Direct bilirubin; Serum bilirubin; Chemistry; Medicine; Chromatography; Internal medicine; Biochemistry","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":[0.0007984807,0.0002128227,0.0003883653,0.00001970032,0.00007422557,0.00001813725,0.0001416554,0.0004212638,0.0001074392],"category_scores_gemma":[0.003191984,0.0001874704,0.0002634979,0.0001226943,0.0001332621,0.00003518689,0.00005966496,0.0003103556,0.00005001785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007670365,"about_ca_system_score_gemma":0.0002578815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003508231,"about_ca_topic_score_gemma":4.264468e-7,"domain_scores_codex":[0.9979176,0.0000277739,0.000726955,0.0006183296,0.0003225013,0.0003868708],"domain_scores_gemma":[0.9981758,0.0002712294,0.0001690592,0.0005130929,0.0003141137,0.0005567119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003793176,0.00155708,0.06285129,0.004354499,0.0002318275,0.00001610178,0.00003555344,0.000002937848,0.5713986,0.00004098886,0.04341158,0.3123064],"study_design_scores_gemma":[0.004864977,0.0005553942,0.002930263,0.000212464,0.0001195416,0.00007412564,0.00003419404,0.0006734404,0.9625076,0.0001242151,0.02758606,0.0003177123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918391,0.0006337436,0.003154502,0.001822189,0.0005285704,0.0005013854,0.0000841964,0.00014311,0.001293282],"genre_scores_gemma":[0.9892536,0.00002381853,0.00389696,0.001664225,0.00168013,0.00004409377,0.0006445835,0.0000318761,0.002760734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.391109,"threshold_uncertainty_score":0.764482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06916324006294994,"score_gpt":0.3812858267467052,"score_spread":0.3121225866837553,"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."}}