{"id":"W4313521906","doi":"10.14740/jem846","title":"Maternal and Childhood Diet and Human Type 1 Diabetes Risk","year":2022,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Diet, Metabolism, and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Incidence (geometry); Type 1 diabetes; Multivariate analysis; Univariate analysis; Pediatrics; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003307759,0.000206765,0.0001712971,0.0005349811,0.0002387321,0.0004396662,0.0001923008,0.0002835666,0.002427917],"category_scores_gemma":[0.001430841,0.0001611788,0.0001974006,0.0008251597,0.0001653761,0.0001732366,0.0001915887,0.0003950606,0.0002573676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189705,"about_ca_system_score_gemma":0.0001588419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003935981,"about_ca_topic_score_gemma":0.003373208,"domain_scores_codex":[0.9997923,0.00007439303,0.00001641391,0.00003810893,0.00004417231,0.00003460175],"domain_scores_gemma":[0.9989674,0.0001938868,0.000591154,0.00004443836,0.00006736748,0.0001357128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007982974,0.00001661964,0.9981318,0.00001115612,0.00003940914,0.00005059761,0.00002454727,0.00001839835,0.0001203034,0.00001585936,0.00006464816,0.001426916],"study_design_scores_gemma":[0.000002340482,0.0000513777,0.9991671,0.00000856059,0.00002989242,0.0003476921,0.00003334699,0.00004507448,0.00004416528,0.00002105167,0.0002482482,0.000001278844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946058,0.002984319,0.0001225053,0.0002034211,0.00001846899,0.000005820611,0.0006645261,0.000007043739,0.001388113],"genre_scores_gemma":[0.9977068,0.001323047,0.0002635251,0.00003619676,0.00002326187,0.000005392475,0.0003021894,0.000002422646,0.0003371878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003935981,"threshold_uncertainty_score":0.008122146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009310017143487894,"score_gpt":0.2574711606100208,"score_spread":0.248161143466533,"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."}}