{"id":"W4308922991","doi":"10.1016/j.jcjd.2022.10.004","title":"Remission of Type 2 Diabetes","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Alberta Canola Producers Commission; Alberta Innovates; Novo Nordisk; Australian Spinal Research Foundation; Winnipeg Foundation; Canadian Cancer Society; Public Health Agency of Canada; McMaster University; Gilead Sciences; Roche; Kidney Foundation of Canada; Sanofi; Natural Sciences and Engineering Research Council of Canada; Abbott Laboratories; Merck; Bayer; Pfizer; PepsiCo; Eli Lilly and Company","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0005990333,0.0001635144,0.000613747,0.000662063,0.0007372178,0.0006790843,0.0004099784,0.0004199026,0.008690923],"category_scores_gemma":[0.001646917,0.00008525678,0.0004788296,0.0007682248,0.0001588013,0.0002757727,0.000319818,0.00131766,0.001027693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009000602,"about_ca_system_score_gemma":0.0009072078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009869967,"about_ca_topic_score_gemma":0.01844785,"domain_scores_codex":[0.9994561,0.00009423646,0.00004776983,0.00006920943,0.0001412519,0.0001913118],"domain_scores_gemma":[0.9990269,0.0001056024,0.0001957332,0.00006607737,0.0001480329,0.0004575568],"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":[0.007248433,0.002123122,0.2707566,0.000909724,0.0005321308,0.001499456,0.0004445254,0.0001322638,0.00684244,0.002111277,0.03823921,0.6691608],"study_design_scores_gemma":[0.0007765862,0.001705703,0.917815,0.0003504036,0.0003974521,0.003464214,0.0004067686,0.0002907126,0.001142712,0.0009769166,0.07264692,0.00002658143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7396848,0.05095252,0.001386775,0.01198807,0.002316495,0.0003344641,0.003967016,0.0003928258,0.188977],"genre_scores_gemma":[0.9637729,0.006859687,0.0007318182,0.0034444,0.00077224,0.00006854687,0.003312776,0.00003248091,0.02100509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009869967,"threshold_uncertainty_score":0.02907401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231876959842972,"score_gpt":0.2228864880294504,"score_spread":0.2105677184310207,"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."}}