{"id":"W2088159713","doi":"10.1542/peds.2014-1146","title":"Universal Bilirubin Screening and Health Care Utilization","year":2014,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hospital for Sick Children; University of Ottawa; Ontario Stroke Network; Ottawa Hospital; Laurentian University; University of Toronto; Institute of Population and Public Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Jaundice; Emergency department; Confidence interval; Health care; Context (archaeology); Population; Generalizability theory; Emergency medicine; Pediatrics; Retrospective cohort study; Cohort; Environmental health; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009123981,0.0001570518,0.0002072314,0.0005406131,0.0003505091,0.0005777238,0.000452889,0.0002262106,0.001041087],"category_scores_gemma":[0.006840013,0.0001440163,0.0003456654,0.001064006,0.0004864077,0.0002437782,0.0006852173,0.0003013363,0.00004654297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008288062,"about_ca_system_score_gemma":0.008903466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.748658,"about_ca_topic_score_gemma":0.7476552,"domain_scores_codex":[0.9988396,0.0002614615,0.00009992452,0.0001416386,0.0003183864,0.0003390599],"domain_scores_gemma":[0.9952702,0.0005197958,0.002673148,0.0001765388,0.0006960835,0.0006641962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002103043,0.00001185823,0.9978563,0.00001855057,0.00003526102,0.00002103061,0.00005271638,0.00009911847,0.00002645075,0.00003382363,0.0001000072,0.001723806],"study_design_scores_gemma":[0.000002306956,0.00001585757,0.9994569,0.0000184883,0.00001317322,0.0000263494,0.00007035585,0.0001929432,0.00002539784,0.00001270089,0.0001637924,0.000001571119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964057,0.0007647327,0.0001250866,0.000502251,0.000005172585,0.00001849283,0.001093528,0.000008104656,0.001077031],"genre_scores_gemma":[0.9994329,0.000153191,0.0000621749,0.00003178983,0.000003147706,0.000004357626,0.0002229956,8.18282e-7,0.0000885858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.748658,"threshold_uncertainty_score":0.5056444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347934914040503,"score_gpt":0.3206752383006654,"score_spread":0.2858817468966151,"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."}}