{"id":"W4386705369","doi":"10.7754/clin.lab.2023.230117","title":"Accuracy and Reproducibility of BiliCare™ Transcutaneous Bilirubin Device","year":2023,"lang":"en","type":"article","venue":"Clinical Laboratory","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; Dr. Everett Chalmers Regional Hospital; Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"Bilirubin; Reproducibility; Jaundice; Direct bilirubin; Medicine; Serum bilirubin; Chemistry; Gastroenterology; Chromatography; Alkaline phosphatase; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0114269,0.0005782047,0.0005180849,0.0009440644,0.0002509276,0.001339557,0.0008987714,0.001026176,0.0006406634],"category_scores_gemma":[0.02403915,0.0003478694,0.0005668466,0.0005711613,0.0007067874,0.0004495033,0.0006821026,0.0005080342,0.0009126498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006312567,"about_ca_system_score_gemma":0.0004122792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466692,"about_ca_topic_score_gemma":0.00119616,"domain_scores_codex":[0.979143,0.008013504,0.001269542,0.004473114,0.006807052,0.0002937382],"domain_scores_gemma":[0.9798782,0.0111822,0.002558741,0.002845222,0.003305313,0.0002303057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00312836,0.0001467762,0.7403762,0.000478303,0.000741366,0.0001434932,0.0007572916,0.002144852,0.1311805,0.0004221913,0.000868811,0.1196118],"study_design_scores_gemma":[0.0001451863,0.002797518,0.7493308,0.0002453252,0.0008130328,0.003910722,0.0002941438,0.02768848,0.2053303,0.0004983981,0.008831698,0.0001143056],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229478,0.008804788,0.06258743,0.0002825825,0.0003929344,0.000110733,0.0006918349,0.0007094788,0.003472412],"genre_scores_gemma":[0.9771755,0.0004155057,0.0209068,0.0001860556,0.00006968069,0.00006399446,0.0003631024,0.00008478438,0.000734696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114269,"threshold_uncertainty_score":0.0604319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06740358413338794,"score_gpt":0.4205959132997404,"score_spread":0.3531923291663525,"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."}}