{"id":"W2032100826","doi":"10.2337/diacare.27.9.2282","title":"Short-Term Intensive Insulin Therapy in Newly Diagnosed Type 2 Diabetes","year":2004,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Insulin; Type 2 diabetes; Diabetes mellitus; Term (time); Intensive care medicine; Insulin sensitivity; Internal medicine; Pediatrics; Endocrinology; Insulin resistance","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006445874,0.0001700369,0.000541842,0.0004522829,0.0003332165,0.000355923,0.0001836752,0.0004787454,0.0009517723],"category_scores_gemma":[0.00343798,0.0001382528,0.0003174973,0.0004164528,0.0001345966,0.000354138,0.000201418,0.0008232496,0.00007165463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002893208,"about_ca_system_score_gemma":0.0003852109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735108,"about_ca_topic_score_gemma":0.004017154,"domain_scores_codex":[0.9995328,0.0002184007,0.0000685952,0.00003980866,0.00009495459,0.00004539915],"domain_scores_gemma":[0.9974644,0.0008812507,0.0005465103,0.00004651042,0.000125388,0.0009358842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01123421,0.00167301,0.8851703,0.0003021987,0.0001962151,0.002302478,0.0002123715,0.0001258259,0.001406548,0.00006094795,0.001195107,0.09612069],"study_design_scores_gemma":[0.0006926455,0.004521656,0.9904574,0.00007403382,0.0002254747,0.00205987,0.000273118,0.0004335449,0.0003222637,0.00007198648,0.0008478995,0.00002016424],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877728,0.008966738,0.0002196332,0.001117795,0.0003298632,0.000031711,0.00009636769,0.000005555036,0.001459478],"genre_scores_gemma":[0.9949143,0.003288771,0.0003441838,0.0004536094,0.0005086545,0.00002838302,0.0001297749,0.000001778156,0.0003305074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001735108,"threshold_uncertainty_score":0.003449976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280859544197594,"score_gpt":0.2923796841887777,"score_spread":0.2695710887468018,"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."}}