{"id":"W3127557543","doi":"10.1111/pedi.13189","title":"Serum fatty acids and risk of developing islet autoimmunity: A nested <scp>case–control</scp> study within the <scp>TRIGR</scp> birth cohort","year":2021,"lang":"en","type":"article","venue":"Pediatric Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research; National Institutes of Health; Emil Aaltosen Säätiö; Diabetes Fonds; Diabetestutkimussäätiö; Novo Nordisk Fonden; European Foundation for the Study of Diabetes","keywords":"Medicine; Autoimmunity; Nested case-control study; Islet; Cohort; Antibody; Diabetes mellitus; Immunology; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00137016,0.0004039055,0.0005739745,0.0001189335,0.0003968683,0.0001482422,0.0003552708,0.0002639123,0.000005233722],"category_scores_gemma":[0.003072716,0.0003298163,0.000186,0.0007907071,0.0001393829,0.00002042913,0.0003831127,0.0003574879,0.000005862536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002265011,"about_ca_system_score_gemma":0.0003531368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008482147,"about_ca_topic_score_gemma":0.00010677,"domain_scores_codex":[0.9971412,0.0006376026,0.0006045929,0.0006161655,0.0003295985,0.0006707984],"domain_scores_gemma":[0.9975703,0.0007859592,0.0005369526,0.0006298268,0.0003446595,0.0001322673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001490948,0.0002651706,0.9942094,0.00007444454,0.0009321102,0.00002448837,0.0004841797,0.00008894005,0.002334774,0.00001954518,0.0007257998,0.0008396594],"study_design_scores_gemma":[0.002703705,0.0004654968,0.9732648,0.00001848667,0.001420989,0.00001405819,0.006282013,0.0003365808,0.0121122,0.0002383593,0.002983209,0.0001601004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883807,0.009907914,0.00006159806,0.00004670231,0.0002402902,0.0006073369,0.0003052092,0.00004924466,0.0004009462],"genre_scores_gemma":[0.9966559,0.001913897,0.0002188788,0.000280285,0.0002321231,0.00008782139,0.00009478674,0.00005730479,0.0004590445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02094459,"threshold_uncertainty_score":0.9999154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005234393454910151,"score_gpt":0.2097504701369114,"score_spread":0.2045160766820013,"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."}}