{"id":"W4382363273","doi":"10.1111/dom.15073","title":"Baseline determinants of remission of type 2 diabetes in response to short‐term insulin‐based therapy: The pivotal role of beta‐cell function","year":2023,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Internal medicine; Type 2 diabetes; Insulin glargine; Insulin resistance; Insulin; Diabetes mellitus; Endocrinology; Body mass index; Exenatide","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001039822,0.0002087141,0.0006346243,0.0002126666,0.0001808783,0.0004620514,0.0002021819,0.0004955631,0.001419058],"category_scores_gemma":[0.002203356,0.0001344463,0.0004392164,0.0002902245,0.0001756987,0.0003312328,0.000193663,0.000508823,0.0001315958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602503,"about_ca_system_score_gemma":0.0001257388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005524086,"about_ca_topic_score_gemma":0.0006909213,"domain_scores_codex":[0.9994816,0.0002264203,0.00006480038,0.00009567161,0.00007732555,0.0000542128],"domain_scores_gemma":[0.9977165,0.0007766871,0.0008908022,0.0001219022,0.0001008259,0.000393162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01951109,0.0005596334,0.9615296,0.00006980294,0.0003877693,0.00006564443,0.00006187012,0.000176182,0.002773981,0.00002602424,0.0001352616,0.01470316],"study_design_scores_gemma":[0.0001396307,0.001486013,0.9976954,0.000006215528,0.00008226305,0.00008266854,0.00002673626,0.0002197167,0.0001671249,0.00001838987,0.00007214227,0.000003574421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986552,0.0007898106,0.0001145157,0.00004500132,0.000008127811,0.00001145186,0.0001230444,0.000003740421,0.0002492055],"genre_scores_gemma":[0.9996607,0.00005891639,0.00005796073,0.00001837895,0.000008867382,0.000006233791,0.0001221958,9.246309e-7,0.00006574661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001419058,"threshold_uncertainty_score":0.005499125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135811436169266,"score_gpt":0.2492712661724523,"score_spread":0.2356901225555257,"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."}}