{"id":"W4224324273","doi":"10.1177/19322968221088327","title":"Strengths and Challenges of Closed-Loop Insulin Delivery During Exercise in People With Type 1 Diabetes: Potential Future Directions","year":2022,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Novo Nordisk; Sanofi; Eli Lilly and Company; Insulet Corporation; Abbott Laboratories","keywords":"Glycemic; Hypoglycemia; Insulin delivery; Medicine; Type 2 diabetes; Type 1 diabetes; Insulin; Closed loop; Diabetes mellitus; Diabetes management; Physical exercise; Intensive care medicine; Physical medicine and rehabilitation; Physical therapy; Endocrinology; Engineering","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":[0.01744246,0.0007270198,0.001662681,0.0005371427,0.001199912,0.003692639,0.002800433,0.007828305,0.003689113],"category_scores_gemma":[0.03421904,0.0003120304,0.001822492,0.0006465005,0.003821536,0.006692173,0.002313215,0.0106862,0.0008080305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002143687,"about_ca_system_score_gemma":0.0101483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0042892,"about_ca_topic_score_gemma":0.01129002,"domain_scores_codex":[0.9930933,0.003553826,0.0008360317,0.0006240902,0.001602383,0.0002904146],"domain_scores_gemma":[0.9586862,0.03270638,0.001467842,0.0004581185,0.005910791,0.0007706246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000536674,0.0001704185,0.00145257,0.01873157,0.0002204975,0.001099707,0.002683466,0.001323025,0.0007485945,0.0666049,0.1474801,0.7589484],"study_design_scores_gemma":[0.0001194058,0.000616559,0.001534057,0.02682824,0.0002722406,0.001786379,0.004048555,0.001536976,0.0005330628,0.07704138,0.8855293,0.0001537755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001284405,0.4175164,0.006258569,0.5464721,0.0219142,0.00007320836,0.00006964173,0.00005617889,0.00635533],"genre_scores_gemma":[0.02722373,0.6946096,0.0115113,0.2047593,0.05806777,0.0003480919,0.00006957239,0.00005194655,0.003358707],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01744246,"threshold_uncertainty_score":0.0922457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006830975218818226,"score_gpt":0.2362227266296333,"score_spread":0.2293917514108151,"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."}}