{"id":"W3203109058","doi":"10.2188/jea.je20210007","title":"Serum 25-hydroxyvitamin D<sub>3</sub> Levels and Diabetes in a Japanese Population: The DOSANCO Health Study","year":2021,"lang":"en","type":"article","venue":"Journal of Epidemiology","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Diabetes mellitus; Internal medicine; Quartile; Odds ratio; Confidence interval; Insulin resistance; Population; Logistic regression; Endocrinology; Gastroenterology; Environmental health","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":[0.0009131365,0.0004040982,0.0004296403,0.000635809,0.0006114825,0.0008237149,0.0002769156,0.0004469118,0.0009084668],"category_scores_gemma":[0.0008224166,0.0005184895,0.0005529325,0.001026982,0.0003479387,0.0002719456,0.0004502838,0.0005630833,0.0001752859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003773042,"about_ca_system_score_gemma":0.0004892386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04348438,"about_ca_topic_score_gemma":0.05284633,"domain_scores_codex":[0.9997271,0.00008501329,0.00003662627,0.00006623854,0.00003989333,0.00004513541],"domain_scores_gemma":[0.9995393,0.00004840411,0.0001133285,0.00006610596,0.00007068906,0.0001622468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002143526,0.00003342544,0.9986271,0.000009587068,0.0001538451,0.00004112463,0.0001449839,0.00001945907,0.0002518307,0.00001147065,0.00007924334,0.0004135621],"study_design_scores_gemma":[0.00003405677,0.0000666144,0.9990265,0.00000513655,0.0001911023,0.00007575833,0.0002644607,0.00007435094,0.00004672742,0.00001418475,0.0001972391,0.000003843794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989305,0.0003300055,0.0000640985,0.0000441172,0.000005040487,0.000007539555,0.0003757544,0.000001867255,0.0002409695],"genre_scores_gemma":[0.9992041,0.0001208389,0.00008900081,0.00002505284,0.000007005898,0.000008415059,0.0003062046,0.000001623999,0.0002376997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04348438,"threshold_uncertainty_score":0.08646256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07607926401767208,"score_gpt":0.3885905412639563,"score_spread":0.3125112772462842,"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."}}