{"id":"W3160311262","doi":"10.1515/cclm-2021-0336","title":"Pediatric reference interval verification for common biochemical assays on the Abbott Alinity system","year":2021,"lang":"en","type":"article","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Abbott Diagnostics","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02800048,0.0008315127,0.0008323249,0.003672363,0.0009538203,0.00203266,0.002255657,0.000659417,0.003011722],"category_scores_gemma":[0.04513906,0.0004220188,0.0006625841,0.003027474,0.0009084888,0.001009497,0.001452887,0.001350392,0.001785604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002562715,"about_ca_system_score_gemma":0.005459109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349449,"about_ca_topic_score_gemma":0.01754155,"domain_scores_codex":[0.9546354,0.01193914,0.006100088,0.004319159,0.02204099,0.0009651926],"domain_scores_gemma":[0.9368944,0.00969785,0.01471686,0.005494688,0.03226635,0.0009299734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00317016,0.0003567175,0.6349339,0.00126569,0.0003591311,0.000803374,0.001939185,0.003492787,0.04172942,0.008129486,0.02794794,0.2758721],"study_design_scores_gemma":[0.0003871731,0.002684911,0.6787358,0.001501992,0.0005441427,0.006507609,0.0009086771,0.02926242,0.154648,0.002781964,0.1217737,0.0002636995],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5222881,0.02285218,0.3689737,0.002725859,0.001903465,0.002076791,0.009906139,0.007988747,0.06128504],"genre_scores_gemma":[0.7362343,0.003025542,0.2448358,0.001068593,0.0003354862,0.001013538,0.007269944,0.0005948737,0.005621966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02800048,"threshold_uncertainty_score":0.1480824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353579531837671,"score_gpt":0.4185614819494495,"score_spread":0.2832035287656824,"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."}}