{"id":"W2085375627","doi":"10.1016/j.clinbiochem.2014.10.011","title":"Clinical decision limits for interpretation of direct bilirubin — A CALIPER study of healthy multiethnic children and case report reviews","year":2014,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Calipers; Interpretation (philosophy); Medicine; Pediatrics; Mathematics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004479439,0.000208297,0.001234642,0.00003145813,0.00004647879,0.000003950397,0.0001140627,0.0004255618,0.00000892876],"category_scores_gemma":[0.01552423,0.0001593322,0.0003567644,0.000135244,0.0002750204,0.00002160537,0.00008041161,0.0003918872,0.000001620313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002259906,"about_ca_system_score_gemma":0.0001784701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004818201,"about_ca_topic_score_gemma":0.00001528037,"domain_scores_codex":[0.9954839,0.0001829194,0.003120003,0.0007661078,0.0002207925,0.0002262593],"domain_scores_gemma":[0.9952306,0.002192869,0.0009851115,0.0008370908,0.0002858565,0.0004684765],"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":[0.007405812,0.005217593,0.4041053,0.003342209,0.0001484365,0.0002936647,0.000106894,2.792071e-7,0.003678263,4.534404e-7,0.002991629,0.5727095],"study_design_scores_gemma":[0.09090813,0.06524152,0.6088306,0.01091245,0.004045052,0.03059894,0.00148417,0.0042485,0.1740956,0.0001991776,0.006890381,0.002545503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956013,0.002344951,0.0001830632,0.0001273042,0.0002164718,0.001377859,0.00003971508,0.00002190191,0.00008745043],"genre_scores_gemma":[0.9953058,0.0007045637,0.00294164,0.0003766344,0.0003820363,0.00004434972,0.0001048033,0.00001950657,0.0001206607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.570164,"threshold_uncertainty_score":0.9927684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0647498183887344,"score_gpt":0.4717897708877404,"score_spread":0.407039952499006,"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."}}