{"id":"W2521605537","doi":"10.1681/asn.2016020231","title":"The Genetic Landscape of Renal Complications in Type 1 Diabetes","year":2016,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Genomics; Hospital for Sick Children","funders":"Abbott Diabetes Care; National Institutes of Health; Novo Nordisk Fonden; European Association for the Study of Diabetes; Samfundet Folkhälsan; Medical Research Council; Signe ja Ane Gyllenbergin Säätiö; Public Health Agency; Novo Nordisk; National Institute for Health and Care Research; Pfizer; Insulet Corporation; European Commission; Steno Diabetes Center Copenhagen; Wellcome Trust; Astellas Pharma; Roche Diabetes Care; Wilhelm och Else Stockmanns Stiftelse; Eli Lilly and Company; Finska Läkaresällskapet; National Heart, Lung, and Blood Institute; Helsingin ja Uudenmaan Sairaanhoitopiiri; Nipro; Science Foundation Ireland; Goddard Space Flight Center; Folkhälsanin Tutkimussäätiö; AstraZeneca; McKnight Foundation; American Diabetes Association; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Internal medicine; Intensive care medicine; Endocrinology","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":[0.000236548,0.00005135457,0.0002953779,0.00002646922,0.00003289726,0.000001381356,0.0001534615,0.00002453748,0.00002693011],"category_scores_gemma":[0.0001462393,0.00002168798,0.0001929953,0.00023083,0.0006833558,0.00001479703,0.0000300865,0.00009871439,0.000001934173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002051791,"about_ca_system_score_gemma":0.0001026584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008474826,"about_ca_topic_score_gemma":0.000001750288,"domain_scores_codex":[0.999288,0.00008351513,0.0003295125,0.00004895198,0.0001320868,0.0001179873],"domain_scores_gemma":[0.9984149,0.0005633887,0.0006152698,0.0001971445,0.000173228,0.00003602206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001934165,0.00008910964,0.3195407,0.00001130836,0.000260076,3.060561e-7,0.0001512281,0.00001695293,0.6188288,0.0000447513,0.05158702,0.00927634],"study_design_scores_gemma":[0.0008066772,0.0006447043,0.9777283,0.00005375126,0.00007921482,0.00002205124,0.0002286895,0.0001142216,0.002732848,0.000368489,0.01719425,0.0000267867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780376,0.0007007344,0.00006486936,0.02091392,0.00005209413,0.0000518477,0.000002042962,0.00000192178,0.0001749677],"genre_scores_gemma":[0.9947037,0.000800976,0.001211531,0.0031027,0.00007970014,0.000001279513,1.500468e-7,0.000004867882,0.00009509826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6581876,"threshold_uncertainty_score":0.2517853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483169999158718,"score_gpt":0.2645111193620492,"score_spread":0.2496794193704621,"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."}}