{"id":"W3214319233","doi":"10.2337/db21-0777","title":"Heterogeneity of Diabetes: β-Cells, Phenotypes, and Precision Medicine: Proceedings of an International Symposium of the Canadian Institutes of Health Research’s Institute of Nutrition, Metabolism and Diabetes and the U.S. National Institutes of Health’s National Institute of Diabetes and Digestive and Kidney Diseases","year":2021,"lang":"en","type":"review","venue":"Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes; Hospital for Sick Children; University of British Columbia; Children’s Health Research Institute; Toronto General Hospital; Western University; University of Toronto; University Health Network; BC Children's Hospital; Canadian Institutes of Health Research; Sinai Health System; Lawson Health Research Institute","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Breakthrough T1D Canada; Canadian Institutes of Health Research; American Diabetes Association","keywords":"Diabetes mellitus; Medicine; Gerontology; Political science; Family medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002051258,0.001185372,0.001378885,0.001923446,0.0005254947,0.002200369,0.000741092,0.00163299,0.00260454],"category_scores_gemma":[0.001991421,0.0003201124,0.0005917648,0.002056238,0.001171837,0.002702277,0.00150434,0.005260361,0.001026397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192099,"about_ca_system_score_gemma":0.002817994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773439,"about_ca_topic_score_gemma":0.006365362,"domain_scores_codex":[0.9993574,0.000141773,0.00006528218,0.00008923221,0.0002780088,0.00006828218],"domain_scores_gemma":[0.9989613,0.0003996839,0.00006974265,0.00002818919,0.0003734421,0.0001675369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001451728,0.0001014369,0.0002124382,0.008565925,0.0001182666,0.0001932076,0.0002719049,0.0002058938,0.001579634,0.01226695,0.3354649,0.6408743],"study_design_scores_gemma":[0.0000117386,0.00003230912,0.000386947,0.002159311,0.00004385637,0.0003689389,0.00007697502,0.00002726204,0.0002009668,0.001622451,0.9950524,0.00001681205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005950969,0.9918762,0.00009177501,0.002838536,0.004467538,0.000004676253,0.00001212395,0.000004604084,0.0006449695],"genre_scores_gemma":[0.0004879461,0.9934117,0.0001338048,0.001656062,0.003222835,0.00000748704,0.00002795336,0.000002525316,0.001049653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002773439,"threshold_uncertainty_score":0.01393777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0592834510525316,"score_gpt":0.3462211525558823,"score_spread":0.2869377015033507,"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."}}