{"id":"W4391318977","doi":"10.5114/pedm.2023.134130","title":"Type 1 diabetes mellitus prevention","year":2023,"lang":"en","type":"article","venue":"Pediatric Endocrinology Diabetes and Metabolism","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Type 2 Diabetes Mellitus; Internal medicine; Endocrinology; Type 2 diabetes; Pediatric endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001973832,0.0002366756,0.0003012524,0.0001904372,0.0001417488,0.00003520742,0.0001788964,0.0001788288,0.00003233543],"category_scores_gemma":[0.0002003782,0.0002278897,0.0001186421,0.0004797775,0.00008527699,0.00001074117,0.0002216592,0.0001325841,0.0001041182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004378964,"about_ca_system_score_gemma":0.00004543773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003465454,"about_ca_topic_score_gemma":0.000003267751,"domain_scores_codex":[0.9981883,0.00009619425,0.0002528091,0.00048793,0.0001242769,0.0008504927],"domain_scores_gemma":[0.9993687,0.00004408967,0.000108832,0.0002662721,0.00008316569,0.0001288987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003195225,0.0003034974,0.7199792,0.0002041087,0.0007024381,0.000009172261,0.0001393608,0.00007909216,0.1093499,0.002586378,0.04916528,0.1174496],"study_design_scores_gemma":[0.002847757,0.0006246933,0.4381022,0.00001327896,0.000770188,0.000002518469,0.0002546513,0.0002012375,0.04272035,0.005538177,0.5076284,0.00129664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9591954,0.03885587,0.000003208714,0.0002695247,0.0007493186,0.0001738814,0.00002420239,0.0001068416,0.0006217966],"genre_scores_gemma":[0.957844,0.03906509,0.0001170361,0.0003583253,0.0007743203,0.00006229569,0.0003212049,0.00004114991,0.001416588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4584631,"threshold_uncertainty_score":0.9293074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008319811699048597,"score_gpt":0.2400019840806767,"score_spread":0.2316821723816281,"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."}}