{"id":"W4414741208","doi":"10.1093/clinchem/hvaf086.039","title":"A-039 Preclinical stages of type 1 diabetes: epidemiological data","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Autoantibody; Prediabetes; Type 1 diabetes; Epidemiology; Glycated hemoglobin; Diabetes mellitus; Disease; Type 2 diabetes","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001432848,0.0001748472,0.0004972108,0.000009553201,0.00003721056,0.00001108042,0.0008944759,0.0005981178,0.0001010105],"category_scores_gemma":[0.01107553,0.0001504138,0.0002118485,0.0001408333,0.000383372,0.0000037446,0.0008201339,0.0003012139,0.00001000763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005850889,"about_ca_system_score_gemma":0.000178501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001360213,"about_ca_topic_score_gemma":9.060106e-7,"domain_scores_codex":[0.9978829,0.0001468002,0.0008733885,0.0006858006,0.0001012041,0.0003098958],"domain_scores_gemma":[0.9977849,0.0005524867,0.0002309638,0.00119513,0.0001236469,0.0001129194],"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":[0.0001008733,0.0005512813,0.873169,0.0001266446,0.0003398515,9.063712e-7,0.000001060388,0.000009664048,0.02331569,0.0000335299,0.09391581,0.008435669],"study_design_scores_gemma":[0.004685058,0.0009457754,0.1014353,0.0003681997,0.0004658669,7.323822e-7,0.0001381133,0.0009693346,0.1480927,0.00248405,0.7392966,0.001118299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890568,0.002761917,0.00003973968,0.0007306948,0.0002924535,0.00009824535,0.0001213774,0.0000234454,0.006875315],"genre_scores_gemma":[0.99296,0.001234698,0.0004501667,0.001127345,0.0002508237,0.000005955601,0.0009793995,0.00001380532,0.002977842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7717337,"threshold_uncertainty_score":0.9972546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07150862606491348,"score_gpt":0.4029185653285129,"score_spread":0.3314099392635994,"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."}}