{"id":"W4221071329","doi":"10.1016/j.jlr.2022.100204","title":"A high-throughput platform for the rapid screening of vitamin D status by direct infusion-MS/MS","year":2022,"lang":"en","type":"article","venue":"Journal of Lipid Research","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; McMaster University","funders":"Institute of Population and Public Health; Genome Canada; Canadian Institutes of Health Research; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; McMaster University; Physicians' Services Incorporated Foundation","keywords":"Coefficient of variation; Chromatography; Vitamin D and neurology; Immunoassay; Detection limit; Medicine; Internal medicine; Chemistry; Immunology; Antibody","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01031793,0.0001831133,0.0007133709,0.0007141842,0.001106909,0.00004732556,0.0006569283,0.00007037403,0.001017469],"category_scores_gemma":[0.00514444,0.0001104081,0.0003487206,0.001126962,0.0005171057,0.0001950594,0.0009877746,0.002036054,0.000003741265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272595,"about_ca_system_score_gemma":0.0007637159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002706462,"about_ca_topic_score_gemma":0.00001540774,"domain_scores_codex":[0.9935964,0.0004561905,0.000868144,0.0002511752,0.003820369,0.001007691],"domain_scores_gemma":[0.991828,0.005338571,0.0003976776,0.0004632374,0.001646412,0.000326067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005129037,0.001087237,0.004953647,0.0005653907,0.001648481,0.0001647613,0.004140538,0.0003121973,0.07882696,0.0001184725,0.7991881,0.1038652],"study_design_scores_gemma":[0.01374538,0.02021278,0.04203224,0.0006668623,0.0002232725,0.0004167161,0.02328443,0.001486262,0.02612166,0.0002160948,0.871247,0.0003472908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552292,0.01346346,0.001211018,0.02173483,0.001089611,0.002773532,0.0004119609,0.00003089855,0.004055491],"genre_scores_gemma":[0.9877402,0.004929345,0.002399968,0.0001213992,0.001220658,0.000147758,0.00001567256,0.00005600182,0.003369014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1035179,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07728088101495148,"score_gpt":0.3872872479107702,"score_spread":0.3100063668958187,"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."}}