{"id":"W2059890270","doi":"10.3109/10408363.2013.786673","title":"Pediatric reference intervals: Challenges and recent initiatives","year":2013,"lang":"en","type":"review","venue":"Critical Reviews in Clinical Laboratory Sciences","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children; Ottawa Hospital","funders":"","keywords":"Reference values; Population; Medicine; Confidence interval; Disease; Reference range; Computer science; Intensive care medicine; Statistics; Pathology; Environmental health; Internal medicine","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","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02096158,0.0007506148,0.006337272,0.0003256797,0.0001533094,0.0001853359,0.0006814405,0.001034738,0.0006070497],"category_scores_gemma":[0.1456182,0.0004797385,0.0005614888,0.001455748,0.002296168,0.0008067461,0.0003733668,0.00287871,0.0008005712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008036167,"about_ca_system_score_gemma":0.001704094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002800123,"about_ca_topic_score_gemma":0.00001410411,"domain_scores_codex":[0.9844744,0.00674197,0.005499062,0.001857429,0.0006704659,0.0007566807],"domain_scores_gemma":[0.9501294,0.04441371,0.001762108,0.001332872,0.0009287372,0.001433141],"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":[0.00001161909,0.0004767089,0.0002872692,0.02118549,0.00002796904,0.00003980828,0.00002498262,2.077663e-9,2.507228e-8,0.01619062,0.0004360349,0.9613194],"study_design_scores_gemma":[0.0003622598,0.0009326933,0.0006593069,0.01858796,0.001029904,0.00001129828,0.00008614138,0.000002985976,2.975063e-8,0.0007055528,0.9771145,0.000507345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004328408,0.9904021,0.000003276012,0.002613188,0.0008031511,0.001977711,0.00007310588,0.00005374791,0.004030448],"genre_scores_gemma":[0.00003026405,0.9943494,0.001702731,0.002527974,0.0009525618,0.0003568902,0.00001135459,0.00004014914,0.00002868149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9766785,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6404070469477682,"score_gpt":0.6033916184886551,"score_spread":0.0370154284591131,"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."}}