{"id":"W7048063955","doi":"","title":"Heterogeneity of Diabetes: b-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":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Precision medicine; Work (physics); MEDLINE; Cohort; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009741305,0.00140149,0.00083868,0.001818501,0.003526912,0.006603912,0.001071218,0.003393724,0.003488271],"category_scores_gemma":[0.004881073,0.0004758191,0.0007104266,0.001137183,0.004903053,0.00341287,0.003468372,0.01099668,0.0005623946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009444941,"about_ca_system_score_gemma":0.01468658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02437915,"about_ca_topic_score_gemma":0.09411386,"domain_scores_codex":[0.9972205,0.0007194119,0.0001340234,0.000317023,0.001201174,0.000407888],"domain_scores_gemma":[0.9943647,0.0009845834,0.0001657907,0.0001751811,0.002053659,0.002256069],"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":[0.0001342635,0.00008198756,0.0006209392,0.0003647885,0.00005681832,0.0001644074,0.0009104453,0.00014987,0.001687816,0.01679431,0.8891947,0.08983971],"study_design_scores_gemma":[0.00001856369,0.00003825485,0.001636947,0.000414446,0.00004166345,0.0001737093,0.0008688129,0.0001000682,0.0007113325,0.007546474,0.9884134,0.0000363314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002282906,0.4459861,0.002520173,0.3920436,0.1450143,0.00008913167,0.0001699328,0.00004670992,0.01184729],"genre_scores_gemma":[0.04842659,0.5725942,0.004386377,0.07623029,0.2216616,0.0001958805,0.000400495,0.000114777,0.0759898],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02437915,"threshold_uncertainty_score":0.06852812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06915631461859877,"score_gpt":0.3187787175183781,"score_spread":0.2496224028997793,"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."}}