{"id":"W2529003170","doi":"10.2337/db16-0687","title":"Type 1 Diabetes Prevention: A Goal Dependent on Accepting a Diagnosis of an Asymptomatic Disease","year":2016,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juvenile Diabetes Research Foundation","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute for Health and Care Research","keywords":"Asymptomatic; Disease; Medicine; Type 2 diabetes; Diabetes mellitus; Goal setting; Internal medicine; Psychology; Endocrinology; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001790038,0.0001730295,0.0001893115,0.0000500935,0.00005628478,0.00002509069,0.0002163359,0.00009034462,0.0001224547],"category_scores_gemma":[0.0003868558,0.000129374,0.0001286591,0.00009678293,0.00006171425,0.00001380455,0.00008299416,0.00003694386,0.00002758527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001436577,"about_ca_system_score_gemma":0.00004643519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001207105,"about_ca_topic_score_gemma":0.000003695594,"domain_scores_codex":[0.9988135,0.00009527199,0.0002286214,0.0003315352,0.0001798064,0.0003513062],"domain_scores_gemma":[0.9992114,0.00006412112,0.0001458312,0.0003494328,0.00007892412,0.0001502355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003343141,0.0006250528,0.7306053,0.00007164105,0.0002147858,8.026139e-7,0.00002363086,0.00003410512,0.1973557,0.00006104873,0.000746648,0.07022788],"study_design_scores_gemma":[0.001902969,0.002176297,0.1793525,0.0005165589,0.0001653529,6.398132e-8,0.0000878558,0.0001339939,0.8114278,0.001482097,0.002121925,0.0006326507],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984729,0.0006391777,0.000006926354,0.0001647902,0.0001232516,0.0001805177,0.00006239738,0.00002508141,0.0003249116],"genre_scores_gemma":[0.9990446,0.000093685,0.00008314099,0.0002108846,0.0001078332,0.00009401634,0.00009597024,0.00002957266,0.0002402949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6140721,"threshold_uncertainty_score":0.5275717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007199651110239163,"score_gpt":0.2447965929034676,"score_spread":0.2375969417932285,"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."}}