{"id":"W2781862122","doi":"10.1016/j.clinbiochem.2017.12.011","title":"CLSI-based transference and verification of CALIPER pediatric reference intervals for 29 Ortho VITROS 5600 chemistry assays","year":2018,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Office of Community Development; Canadian Institutes of Health Research; International OCD Foundation","keywords":"Calipers; Confidence interval; Medicine; Reference values; Mathematics; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001641733,0.0001997628,0.0006210429,0.00001682763,0.00006247473,0.00002148868,0.0001770355,0.0005344353,0.0002670237],"category_scores_gemma":[0.007059604,0.0001749856,0.000225687,0.0001587375,0.0004973862,0.00005419094,0.00003178061,0.0004491516,0.00001106156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002248676,"about_ca_system_score_gemma":0.0004113854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006926489,"about_ca_topic_score_gemma":0.000001788374,"domain_scores_codex":[0.9975593,0.00009319904,0.001242655,0.0006373134,0.0002293945,0.0002381056],"domain_scores_gemma":[0.9957916,0.002181912,0.0004078936,0.0006468992,0.0006477565,0.0003238958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006931815,0.002309079,0.1242561,0.00389141,0.0002163438,0.00000739266,0.00006560871,3.006968e-7,0.8394176,0.0001755174,0.002827272,0.0199015],"study_design_scores_gemma":[0.0140621,0.002803604,0.03424154,0.0005090298,0.001695474,0.00001245875,0.0001912345,0.00174211,0.9118984,0.0002533644,0.03175465,0.0008359943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939256,0.0003229959,0.001838158,0.001628363,0.0001179553,0.0003582596,0.0002720507,0.00004640566,0.001490268],"genre_scores_gemma":[0.9957283,0.0001754587,0.001739656,0.0009999813,0.0008260982,0.00003888376,0.0001340537,0.0000196702,0.0003379115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09001459,"threshold_uncertainty_score":0.8451516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120617683984836,"score_gpt":0.437725948639696,"score_spread":0.3256641802412124,"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."}}