{"id":"W3214529731","doi":"10.1016/j.jcjd.2021.09.126","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":"article","venue":"Canadian Journal of Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"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":"Breakthrough T1D Canada; National Institute of Diabetes and Digestive and Kidney Diseases; American Diabetes Association","keywords":"Medicine; Diabetes mellitus; Gerontology; Precision medicine; Family medicine; Library science; Endocrinology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01623643,0.001358795,0.001810582,0.001909274,0.002525594,0.007190458,0.001187752,0.003742072,0.003165394],"category_scores_gemma":[0.006292874,0.0006003724,0.000947806,0.001332962,0.005657298,0.004303317,0.00370545,0.01132577,0.000348426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007618361,"about_ca_system_score_gemma":0.01022936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02528469,"about_ca_topic_score_gemma":0.07521107,"domain_scores_codex":[0.9974428,0.0007928347,0.0001593161,0.0003519375,0.0009214949,0.0003315086],"domain_scores_gemma":[0.9921375,0.0023442,0.0002055009,0.0002843281,0.002561962,0.002466451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004654653,0.0001355448,0.002023099,0.0007799642,0.0001905161,0.0002385219,0.001415103,0.0004233053,0.003025294,0.02829524,0.7352661,0.2277419],"study_design_scores_gemma":[0.00007746695,0.0001286835,0.007268351,0.001523812,0.0001632605,0.0004351994,0.002097717,0.00038374,0.001457269,0.03389214,0.9524574,0.0001148749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002158139,0.6464022,0.001904442,0.2977903,0.04801258,0.00004204393,0.0001236072,0.00003051765,0.003536056],"genre_scores_gemma":[0.03974058,0.7830719,0.004501094,0.05237586,0.1027058,0.0001287417,0.0003167862,0.00006505981,0.01709418],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02528469,"threshold_uncertainty_score":0.08586752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430984655360159,"score_gpt":0.295440662290786,"score_spread":0.2611308157371844,"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."}}