{"id":"W4387934425","doi":"10.1016/j.jcjd.2023.10.226","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 Diabetes","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; Randomized controlled trial; Diabetes mellitus; Internal medicine; Endocrinology","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":[0.001740198,0.002220865,0.005751632,0.0005113764,0.0007177034,0.001725994,0.001431341,0.002735045,0.007759207],"category_scores_gemma":[0.00223553,0.001064803,0.003226627,0.0007519037,0.001623045,0.001494698,0.0006775594,0.004291455,0.0008407444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000981487,"about_ca_system_score_gemma":0.001225953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003076064,"about_ca_topic_score_gemma":0.002935333,"domain_scores_codex":[0.9989731,0.000440322,0.0001029286,0.0002442777,0.00007540399,0.0001640385],"domain_scores_gemma":[0.9989322,0.0004044317,0.0002355879,0.00008219537,0.00007149831,0.0002742013],"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":[0.990644,0.003291872,0.0001900758,0.000577808,0.001040721,0.00001462973,0.00001767344,0.00007512575,0.0003092656,0.00004370273,0.0001369232,0.00365807],"study_design_scores_gemma":[0.9769145,0.02119526,0.0006550341,0.00003923941,0.0007814259,0.000007149572,0.0000141081,0.0001490529,0.00006674205,0.00005227071,0.0001152088,0.00001002571],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975423,0.01288326,0.001093833,0.0008806275,0.001787527,0.004624506,0.0008832543,0.0001600342,0.002263868],"genre_scores_gemma":[0.9799993,0.006955878,0.002487576,0.001234195,0.001037575,0.004698051,0.0007948701,0.00003028897,0.002762293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007759207,"threshold_uncertainty_score":0.02595717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584691889220389,"score_gpt":0.2533517089670329,"score_spread":0.237504790074829,"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."}}