{"id":"W2604384839","doi":"10.1111/dom.12960","title":"Factors associated with improved glycemic control following continuous subcutaneous insulin infusion therapy in patients with type 2 diabetes uncontrolled with bolus‐basal insulin regimens: <scp>A</scp> n analysis from the <scp>OpT2mise</scp> randomized trial","year":2017,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Glycemic; Medicine; Type 1 diabetes; Insulin; Insulin pump; Diabetes mellitus; Randomized controlled trial; Internal medicine; Bolus (digestion); Type 2 diabetes; Basal (medicine); Univariate analysis; Endocrinology; Gastroenterology; Multivariate analysis; Anesthesia","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":[0.001807921,0.0004957878,0.001408127,0.0002142406,0.0001626495,0.0007290752,0.0002651299,0.0005373089,0.001427996],"category_scores_gemma":[0.0020595,0.0002224128,0.002964579,0.0004161338,0.0003194295,0.0003342372,0.0002086948,0.00108786,0.00008705688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091145,"about_ca_system_score_gemma":0.0004670568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005023544,"about_ca_topic_score_gemma":0.001038273,"domain_scores_codex":[0.9991338,0.0005427159,0.0000890854,0.00008589757,0.00008545618,0.00006316703],"domain_scores_gemma":[0.9984176,0.0007463741,0.0004700472,0.0001003569,0.00005032409,0.0002152881],"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":[0.8763483,0.002426481,0.07429061,0.0008752527,0.009746571,0.00008133669,0.00004430608,0.0007110829,0.002547469,0.0001032237,0.0005887429,0.03223666],"study_design_scores_gemma":[0.4902137,0.09931734,0.3802485,0.0002190437,0.02240512,0.000264817,0.000111684,0.003912465,0.001387961,0.0005501487,0.001301284,0.00006797853],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959806,0.002997648,0.0002008244,0.0001466012,0.0000743589,0.00008862844,0.000171423,0.0000082801,0.0003315863],"genre_scores_gemma":[0.9980216,0.0008101068,0.0003148491,0.000168043,0.00009042515,0.00008485735,0.000341497,0.000002295319,0.000166304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001807921,"threshold_uncertainty_score":0.00956136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044846833486708,"score_gpt":0.2261407264331874,"score_spread":0.2156922580983203,"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."}}