{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002539896,0.0001074158,0.0004136256,0.00003559004,0.00003558683,0.000003417099,0.00008476694,0.0002021251,0.00005833515],"category_scores_gemma":[0.008436558,0.00008531231,0.00008987384,0.000575526,0.0003373984,0.00002971454,0.00004692551,0.0003183289,0.00004256382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001560843,"about_ca_system_score_gemma":0.0004910677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001330361,"about_ca_topic_score_gemma":0.000004053945,"domain_scores_codex":[0.9979162,0.0001002534,0.0007385105,0.0008458017,0.0001857068,0.0002135171],"domain_scores_gemma":[0.9969013,0.001058299,0.0001196011,0.001307889,0.0002647266,0.000348182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003098826,0.001282115,0.6046208,0.00785502,0.0001448944,0.0009750674,0.0002854488,5.683455e-7,0.1436408,0.000112095,0.0133903,0.2245941],"study_design_scores_gemma":[0.004054685,0.002009122,0.6650477,0.0004716702,0.0002441352,0.0001900557,0.00049746,0.00009778863,0.1722763,0.0004298464,0.1541969,0.0004843409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952075,0.001693397,5.398381e-7,0.001932916,0.000240685,0.0003112909,0.0001175399,0.0001186407,0.0003774227],"genre_scores_gemma":[0.9977562,0.0006117727,0.0001650641,0.0009042962,0.0002159342,0.000008272293,0.00003251687,0.00001393576,0.000291982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2241097,"threshold_uncertainty_score":0.9999158,"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."}}