{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238064,0.0007682266,0.0009110048,0.001503,0.001156192,0.001566703,0.0009610701,0.00129622,0.07945652],"category_scores_gemma":[0.005143828,0.0002805724,0.001232434,0.001281666,0.0002255587,0.001097105,0.001912841,0.003579086,0.02337195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105448,"about_ca_system_score_gemma":0.003697753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053232,"about_ca_topic_score_gemma":0.01352222,"domain_scores_codex":[0.9988226,0.0002064128,0.00008751472,0.0001517985,0.0004441957,0.000287349],"domain_scores_gemma":[0.9977908,0.0002312191,0.0002767805,0.0001339795,0.0008672813,0.0006999653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000112884,0.0003196856,0.004563471,0.0007120053,0.00004883578,0.0001478402,0.00009495799,0.00004255128,0.0001948373,0.003132695,0.6183475,0.3722828],"study_design_scores_gemma":[0.0001370038,0.0001459273,0.01964907,0.004862118,0.0001120107,0.001108799,0.0002674106,0.0001415014,0.0002449708,0.003441352,0.9698644,0.00002540993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0136633,0.2254911,0.005923191,0.1017408,0.02208908,0.001142322,0.0166219,0.001929267,0.6113992],"genre_scores_gemma":[0.1020206,0.4586213,0.01715012,0.07052387,0.01568415,0.001967221,0.03329281,0.0005703748,0.3001695],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07945652,"threshold_uncertainty_score":0.2658085,"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."}}