{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004387004,0.0007810527,0.001686219,0.000632705,0.001666405,0.005037234,0.001205352,0.00475824,0.005789198],"category_scores_gemma":[0.007986687,0.000279477,0.0006292111,0.0005662412,0.003816274,0.004600241,0.003864507,0.01085345,0.005741225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146483,"about_ca_system_score_gemma":0.005137225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165849,"about_ca_topic_score_gemma":0.001395096,"domain_scores_codex":[0.9978716,0.000691205,0.0001513326,0.000272808,0.0008048472,0.0002081874],"domain_scores_gemma":[0.9935154,0.002198431,0.0006636007,0.0005338134,0.00136753,0.001721211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004806969,0.001082304,0.00859405,0.003159919,0.0002464773,0.0005593988,0.001038953,0.0003622344,0.004215557,0.1811723,0.3032009,0.4958872],"study_design_scores_gemma":[0.0001491906,0.0006285939,0.007515694,0.00738673,0.0002825561,0.002310682,0.001533614,0.0004751374,0.002086822,0.1507302,0.826799,0.0001018752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008521696,0.1857749,0.01523982,0.7331094,0.0218532,0.00007520226,0.0002369401,0.0003991843,0.0347897],"genre_scores_gemma":[0.1317332,0.3975887,0.04472962,0.3536915,0.04038247,0.0003200132,0.0006879285,0.0002705149,0.03059598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005789198,"threshold_uncertainty_score":0.02320099,"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."}}