{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001161123,0.00005696811,0.00009707587,0.00004642509,0.00007038222,0.000005012887,0.00002181932,0.00005370758,0.000008633322],"category_scores_gemma":[0.0000530199,0.00005222983,0.00001577171,0.0001426677,0.00001712625,0.00002185252,0.00002066559,0.00008988094,0.000003600161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004076086,"about_ca_system_score_gemma":0.0001260468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007365943,"about_ca_topic_score_gemma":0.00000859779,"domain_scores_codex":[0.9994884,0.00001115786,0.0001008416,0.0001331596,0.0001176302,0.0001487928],"domain_scores_gemma":[0.9995777,0.00002379976,0.00004213566,0.00009113895,0.00005442564,0.0002108159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001728283,0.00005745606,0.3861447,0.004291392,0.000005709345,0.00001309986,0.001045865,0.000002854898,0.0001193765,0.0004509014,0.009031889,0.5986639],"study_design_scores_gemma":[0.01397045,0.003431904,0.5196188,0.0003159888,0.0003289185,0.0002812409,0.008139592,0.005653856,0.004916443,0.0001818738,0.4420604,0.001100525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704295,0.0132002,0.007212338,0.00476457,0.0002083045,0.0003631305,0.00002597464,0.0001488582,0.003647128],"genre_scores_gemma":[0.9952516,0.0006774514,0.002338709,0.001004269,0.0004594976,8.782421e-7,0.00009830229,0.000007884094,0.0001614251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5975634,"threshold_uncertainty_score":0.2129871,"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."}}