{"id":"W4381337438","doi":"10.2337/db23-180-or","title":"180-OR: Baseline Predictors 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","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Insulin glargine; Type 2 diabetes; Diabetes mellitus; Insulin; Insulin resistance; Endocrinology; Logistic regression","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":[0.000632462,0.0002390761,0.0004787639,0.0001530753,0.0001833185,0.0003368783,0.0002101478,0.000402736,0.002394147],"category_scores_gemma":[0.001157824,0.00009134902,0.0003931908,0.0002095188,0.0001459612,0.0003326668,0.0002323352,0.0004057084,0.0003077131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102956,"about_ca_system_score_gemma":0.00009646618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003161616,"about_ca_topic_score_gemma":0.0004390711,"domain_scores_codex":[0.9997571,0.00008823514,0.00003202041,0.00005062913,0.00003384004,0.00003815595],"domain_scores_gemma":[0.9990481,0.0002334379,0.0004107859,0.00005779383,0.00003921509,0.0002107183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04400666,0.0007980359,0.9305305,0.0001118406,0.0003441602,0.00009878699,0.00005653158,0.0002164134,0.003843218,0.00004636659,0.0002631856,0.01968413],"study_design_scores_gemma":[0.0006570786,0.004922848,0.9924731,0.00001407328,0.0002066192,0.0002624489,0.00004999966,0.0004594692,0.0004640742,0.00006206059,0.0004201377,0.000008027274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988421,0.0003661596,0.00008952809,0.00002969596,0.00001104194,0.00001765594,0.0002159973,0.000005397324,0.000422514],"genre_scores_gemma":[0.9991732,0.00006234439,0.0001126965,0.00002939769,0.00001632179,0.00001721521,0.0003285145,0.000001902264,0.0002583987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002394147,"threshold_uncertainty_score":0.008009195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535167033058126,"score_gpt":0.2493801885570194,"score_spread":0.2340285182264381,"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."}}