{"id":"W2765579728","doi":"10.1371/journal.pone.0186578","title":"Self-administered Vitamin D Status Predictor: Older adults are able to use a self-questionnaire for evaluating their vitamin D status","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Universite Angers","keywords":"Medicine; Concordance; Vitamin D and neurology; Malnutrition; Mood; vitamin D deficiency; Population; Cognition; Physical therapy; Gerontology; Clinical psychology; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001709711,0.000342403,0.0004060844,0.0006443374,0.0001940027,0.0003455059,0.0002228097,0.0004596066,0.003364142],"category_scores_gemma":[0.005701564,0.0001334654,0.0004822237,0.0003696975,0.0001532321,0.0004022978,0.0005038393,0.0003414941,0.0009059306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406048,"about_ca_system_score_gemma":0.0002037506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303167,"about_ca_topic_score_gemma":0.001925142,"domain_scores_codex":[0.9991024,0.0002945191,0.0001832803,0.00009276102,0.0002515477,0.000075558],"domain_scores_gemma":[0.9966967,0.0008481909,0.001346784,0.0001929773,0.0007302653,0.0001851415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001418989,0.0001313163,0.9818355,0.0001359508,0.00007657122,0.00005294745,0.0002778692,0.00007936478,0.0006806915,0.00002314091,0.0009224382,0.01564243],"study_design_scores_gemma":[0.00001879497,0.0002497198,0.9978086,0.00003709598,0.00002093659,0.0002604696,0.000165613,0.0001779885,0.000216455,0.00003063042,0.001008102,0.00000560324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910092,0.0006381022,0.0008386697,0.0002236507,0.0000405245,0.0002823658,0.003281652,0.00006362303,0.003622222],"genre_scores_gemma":[0.9944636,0.0003113446,0.002192522,0.0001258887,0.00002555986,0.0002207781,0.001705187,0.00000548726,0.0009495501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003364142,"threshold_uncertainty_score":0.01125419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0804750375207156,"score_gpt":0.3382760175483487,"score_spread":0.2578009800276331,"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."}}