{"id":"W4363646279","doi":"10.1002/adhm.202203380","title":"175 Years of Bilirubin Testing: Ready for Point‐of‐Care?","year":2023,"lang":"en","type":"article","venue":"Advanced Healthcare Materials","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Bilirubin; Medicine; Point-of-care testing; Point of care; Direct bilirubin; Intensive care medicine; Gold standard (test); Liver disease; Internal medicine; Pathology; Chemistry; 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":[0.01617737,0.001402413,0.001277898,0.001681282,0.001095918,0.006989589,0.001651618,0.005614749,0.02268187],"category_scores_gemma":[0.02137604,0.0006496215,0.0009272837,0.001160922,0.005710654,0.01235569,0.003771878,0.008508189,0.01088321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002516237,"about_ca_system_score_gemma":0.005487422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506491,"about_ca_topic_score_gemma":0.00187267,"domain_scores_codex":[0.9949686,0.002093947,0.0005225696,0.0004556527,0.001478857,0.0004803538],"domain_scores_gemma":[0.9873044,0.004914329,0.001076031,0.001202524,0.003870113,0.001632675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001038902,0.000260271,0.00415791,0.003185757,0.0001785733,0.00117531,0.0005588909,0.0005541173,0.006665268,0.1299792,0.258505,0.5937407],"study_design_scores_gemma":[0.00006778874,0.0008333821,0.001581489,0.003250756,0.0000950306,0.002243937,0.0009692621,0.0003154152,0.002680129,0.0660229,0.9218417,0.0000983722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004516478,0.5088943,0.02093511,0.4012842,0.03677445,0.0001009581,0.000321061,0.0004353378,0.02673821],"genre_scores_gemma":[0.082682,0.6083211,0.04036362,0.1912851,0.05631078,0.0003227613,0.0009151224,0.0004606741,0.01933892],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02268187,"threshold_uncertainty_score":0.08555514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09830437838117134,"score_gpt":0.397611842499309,"score_spread":0.2993074641181376,"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."}}