{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001571869,0.001041617,0.0008982221,0.0008560957,0.0005234695,0.0008438745,0.001033417,0.001200894,0.00296617],"category_scores_gemma":[0.001216463,0.0006670414,0.0004675644,0.0004576646,0.0004633265,0.0006037396,0.001048541,0.001171734,0.001835699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003925674,"about_ca_system_score_gemma":0.0007490512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000590743,"about_ca_topic_score_gemma":0.001451385,"domain_scores_codex":[0.9985791,0.0002068656,0.00009503732,0.000500091,0.0005425499,0.00007630872],"domain_scores_gemma":[0.9993951,0.0002384554,0.00009102198,0.00006919082,0.0001473332,0.00005887861],"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":[0.000155525,0.00007285125,0.0006893312,0.00008607058,0.000029922,0.00006411014,0.00003007846,0.0001361285,0.9835104,0.0001351809,0.0005888396,0.01450158],"study_design_scores_gemma":[0.0001036462,0.0005262495,0.004847356,0.000017755,0.00007202887,0.0008236737,0.00002932115,0.01746765,0.9648904,0.0003294885,0.01081454,0.00007785883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2069672,0.002781609,0.7722198,0.0005257159,0.0002854669,0.001426573,0.004030737,0.00815951,0.003603303],"genre_scores_gemma":[0.2105746,0.00126855,0.7758303,0.0007016887,0.0001355915,0.002288215,0.002897476,0.0003388498,0.005964653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00296617,"threshold_uncertainty_score":0.009922802,"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."}}