{"id":"W4394846125","doi":"10.11613/bm.2024.020705","title":"CLSI-based verification and de novo establishment of reference intervals for common biochemical assays in Croatian newborns","year":2024,"lang":"en","type":"article","venue":"Biochemia Medica","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Croatian; Reference values; Medicine; Bilirubin; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03175318,0.001055045,0.001108924,0.00477529,0.000777745,0.002335153,0.002645616,0.001091415,0.003142129],"category_scores_gemma":[0.02704423,0.00043766,0.001023035,0.002821984,0.000732606,0.0004523266,0.001868952,0.001358118,0.0008845355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002789247,"about_ca_system_score_gemma":0.008366869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03605895,"about_ca_topic_score_gemma":0.03408977,"domain_scores_codex":[0.974829,0.01102683,0.002785802,0.002475802,0.007781473,0.001101191],"domain_scores_gemma":[0.9786429,0.0033904,0.003120812,0.001762969,0.01269184,0.0003910388],"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":[0.002090855,0.0004344686,0.3957645,0.005997837,0.0008873992,0.0007559322,0.001811673,0.006907656,0.01512716,0.008233525,0.03630429,0.5256848],"study_design_scores_gemma":[0.0003566683,0.001813724,0.6519127,0.007148138,0.001343332,0.003171507,0.001806205,0.01675193,0.06515943,0.003073734,0.2471697,0.0002929487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4701214,0.09156755,0.3132778,0.00635985,0.006212856,0.005850903,0.04199545,0.002460669,0.06215345],"genre_scores_gemma":[0.7101496,0.01276381,0.238922,0.00203072,0.0007428554,0.002493114,0.02521814,0.0003814616,0.007298221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03605895,"threshold_uncertainty_score":0.1679289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05867930760728485,"score_gpt":0.3952290951440136,"score_spread":0.3365497875367287,"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."}}