{"id":"W3155921189","doi":"10.1016/j.clinbiochem.2021.04.014","title":"Continuous reference intervals for 19 endocrine, fertility, and immunochemical markers in the CALIPER cohort of healthy children and adolescents","year":2021,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Percentile; Flagging; Reference values; Reference range; Medicine; Cohort; Confidence interval; Statistics; Reference data; Nonparametric statistics; Receiver operating characteristic; Cohort study; Mathematics; Internal medicine; Computer science; Data mining; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007810445,0.0002510345,0.0003236537,0.0008026616,0.0003637896,0.0007503254,0.0006203552,0.0003634355,0.0009132078],"category_scores_gemma":[0.002683601,0.0002444639,0.0003291332,0.0009713934,0.0002427843,0.0002853642,0.0004532868,0.0005732004,0.0001687041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004497236,"about_ca_system_score_gemma":0.0003375045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02897733,"about_ca_topic_score_gemma":0.01843986,"domain_scores_codex":[0.9994538,0.0001135404,0.00003378792,0.0002010701,0.000114466,0.00008319644],"domain_scores_gemma":[0.9986883,0.0002908903,0.0004684193,0.0002141414,0.000204894,0.0001333895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003249491,0.00003853219,0.995008,0.00001254132,0.00007727329,0.0001237948,0.0002361234,0.0001698299,0.0004705713,0.0002389289,0.0003602454,0.002939182],"study_design_scores_gemma":[0.00001280403,0.00005696174,0.9986607,0.0000067178,0.00003580693,0.0001242028,0.0001675879,0.0002668029,0.00009787601,0.00006247563,0.0005039566,0.000004143092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971098,0.0004653548,0.0005361337,0.00003027505,0.00001362746,0.000007301667,0.001077778,0.00001617624,0.0007435387],"genre_scores_gemma":[0.9979219,0.0001518943,0.0004685587,0.0000254582,0.000008489528,0.00001712397,0.001024491,0.000008144111,0.000373958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02897733,"threshold_uncertainty_score":0.05761731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04764299448044102,"score_gpt":0.4128592488413087,"score_spread":0.3652162543608677,"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."}}