{"id":"W4387338272","doi":"10.1016/j.cjca.2023.06.236","title":"ALLEVIATION OF CARBOHYDRATE COUNTING IN TYPE 1 DIABETES WITH AUTOMATED FASTER ASPART AND PRAMLINTIDE CLOSED-LOOP DELIVERY (ARTIFICIAL PANCREAS): A RANDOMIZED CONTROLLED TRIAL","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Artificial pancreas; Closed loop; Type 1 diabetes; Insulin delivery; Insulin aspart; Randomized controlled trial; Carbohydrate; Diabetes mellitus; Insulin; Intensive care medicine; Internal medicine; Endocrinology; Control engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001721764,0.002238123,0.005926146,0.000499101,0.0007019068,0.001792558,0.00138996,0.002726647,0.007594091],"category_scores_gemma":[0.002275084,0.001085773,0.003295957,0.0007336533,0.001601942,0.001551966,0.0006733811,0.004464466,0.0008747494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009070029,"about_ca_system_score_gemma":0.001146125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677466,"about_ca_topic_score_gemma":0.002671743,"domain_scores_codex":[0.9989848,0.000429163,0.0001059478,0.0002440845,0.00007265813,0.0001633363],"domain_scores_gemma":[0.9989328,0.0004051592,0.0002376388,0.0000830894,0.00007017846,0.0002711447],"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":[0.9906748,0.003119482,0.0002071815,0.0006158729,0.001196395,0.00001595993,0.00001867357,0.00007570122,0.0003283814,0.00004469922,0.0001419939,0.00356077],"study_design_scores_gemma":[0.9779074,0.01999636,0.000719281,0.00004186127,0.0009057124,0.000007721196,0.00001513142,0.0001515682,0.00006887927,0.00005515137,0.0001203018,0.00001058805],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746586,0.01382183,0.001124261,0.0009371938,0.001825045,0.004324909,0.000887327,0.0001634841,0.002257353],"genre_scores_gemma":[0.9800775,0.007238625,0.002417061,0.001295793,0.001121132,0.004341368,0.0008112456,0.00003101156,0.002666228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007594091,"threshold_uncertainty_score":0.02540475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735667197077923,"score_gpt":0.2599862333371956,"score_spread":0.2426295613664163,"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."}}