{"id":"W1967005515","doi":"10.2337/diacare.27.5.1028","title":"Short-Term Intensive Insulin Therapy in Newly Diagnosed Type 2 Diabetes","year":2004,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Novo Nordisk; University of Alberta; Eli Lilly and Company","keywords":"Medicine; Insulin; Glycemic; Diabetes mellitus; Internal medicine; Discontinuation; Type 2 diabetes; Endocrinology; Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002086309,0.0004425626,0.0009987332,0.000331262,0.00008037215,0.00006329189,0.0002498435,0.0002825405,0.00005649369],"category_scores_gemma":[0.0004535961,0.0003946544,0.0004855875,0.0006756887,0.0001679375,0.0001453284,0.00008773166,0.0004922279,0.0002207033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635038,"about_ca_system_score_gemma":0.0001786813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002862115,"about_ca_topic_score_gemma":0.0003203721,"domain_scores_codex":[0.9974878,0.00008923384,0.0004407529,0.0006410035,0.0004919376,0.0008492469],"domain_scores_gemma":[0.9980364,0.00009569612,0.00006732714,0.0008440812,0.0006741807,0.0002822676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004602772,0.0001484626,0.5641022,0.000161801,0.000313396,0.0001427991,0.002752035,0.00007389791,0.001751851,0.00001220466,0.0001724984,0.4303228],"study_design_scores_gemma":[0.0060834,0.0009749747,0.9461477,0.000652765,0.0001372637,0.000002182744,0.00207076,0.00001043452,0.03918913,0.0002000301,0.004005351,0.0005259891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759995,0.02093951,0.000002120511,0.0004589091,0.0005566239,0.001171083,0.00005287818,0.0001957087,0.0006236687],"genre_scores_gemma":[0.9946986,0.001399549,0.0002326259,0.002463516,0.0004615381,0.0001932989,0.0004168704,0.0001087301,0.00002521057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4297968,"threshold_uncertainty_score":0.9998505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484448179175006,"score_gpt":0.2502442671223991,"score_spread":0.235399785330649,"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."}}