{"id":"W2946515898","doi":"10.2337/dc18-2406","title":"Efficacy of Artificial Pancreas Use in Patients With Type 2 Diabetes Using Intensive Insulin Therapy: A Randomized Crossover Pilot Trial","year":2019,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; Université de Sherbrooke; Université de Montréal; Montreal Clinical Research Institute","funders":"","keywords":"Medicine; Type 2 diabetes; Insulin; Hypoglycemia; Crossover study; Randomized controlled trial; Diabetes mellitus; Type 1 diabetes; Internal medicine; Artificial pancreas; Placebo; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004346626,0.0006418085,0.002694614,0.0008348317,0.00005689481,0.0001479309,0.0003159177,0.0005628217,0.0001400856],"category_scores_gemma":[0.001930968,0.000446242,0.0004350585,0.0007085251,0.00048027,0.0001942231,0.0001910487,0.001481166,0.00007551992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874458,"about_ca_system_score_gemma":0.0002802651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004681779,"about_ca_topic_score_gemma":0.000004103097,"domain_scores_codex":[0.9956667,0.0005190586,0.0008876597,0.0007688725,0.001167632,0.0009900614],"domain_scores_gemma":[0.9951788,0.001552101,0.0005331954,0.0008493329,0.001801253,0.00008527795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6134883,0.0006346366,0.3494563,0.001345332,0.001818079,0.00003680812,0.0004372335,0.00002330416,0.0001565014,0.000002127857,0.02929141,0.003309918],"study_design_scores_gemma":[0.9390073,0.005640667,0.03915444,0.002425134,0.0009783646,3.630065e-8,0.00008633586,0.0002423162,0.0005124512,0.00001860282,0.01113382,0.0008005649],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988336,0.0007680351,3.958899e-7,0.001941297,0.0009090397,0.007701393,0.0001588295,0.00004753366,0.000137457],"genre_scores_gemma":[0.9235798,0.00005344066,0.0001332226,0.06842858,0.002041518,0.0001835213,0.004733598,0.0003031591,0.0005431481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3255189,"threshold_uncertainty_score":0.999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037969788035831,"score_gpt":0.2834395768049107,"score_spread":0.2430598789245524,"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."}}