{"id":"W7126368175","doi":"10.1111/j.1399-5448-2008-00464","title":"The TrialNet Natural History Study of the Development of Type 1 Diabetes:objectives, design, and initial results","year":2009,"lang":"en","type":"article","venue":"Explore Bristol Research","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Natural history; Type 2 diabetes; Autoantibody; Diabetes mellitus; Cohort; Prospective cohort study; Natural history study; Type 1 diabetes; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01037279,0.0008428941,0.0010625,0.0005333229,0.0009624051,0.001106975,0.0009837286,0.0009684755,0.006981634],"category_scores_gemma":[0.007394959,0.0006455948,0.0004172589,0.001385206,0.0009594986,0.001093224,0.0009550428,0.0008864319,0.001172176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128644,"about_ca_system_score_gemma":0.002161745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094492,"about_ca_topic_score_gemma":0.00395736,"domain_scores_codex":[0.9915202,0.006856194,0.000292742,0.0005086682,0.0005813316,0.0002408678],"domain_scores_gemma":[0.9952965,0.001214341,0.001432925,0.0006494565,0.0005799008,0.0008267685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3520243,0.005197994,0.5788158,0.001829855,0.001522943,0.0004172062,0.000485784,0.001315395,0.002198196,0.003029376,0.01457392,0.03858931],"study_design_scores_gemma":[0.2766423,0.0485364,0.6102204,0.0009959977,0.002761012,0.001512468,0.0006836227,0.004915772,0.002490673,0.004922562,0.04607254,0.0002462044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326332,0.007458524,0.00299641,0.002946064,0.0005229409,0.01915056,0.01806124,0.00004942475,0.01618157],"genre_scores_gemma":[0.9253255,0.00253848,0.008927553,0.001741986,0.001156762,0.03260759,0.01393351,0.00006994201,0.01369847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01037279,"threshold_uncertainty_score":0.05485719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0804118247261695,"score_gpt":0.3460167163325478,"score_spread":0.2656048916063782,"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."}}