{"id":"W2922229236","doi":"10.1089/dia.2018.0346","title":"Patient Values and Preferences Regarding Continuous Subcutaneous Insulin Infusion and Artificial Pancreas in Adults with Type 1 Diabetes: A Systematic Review of Quantitative and Qualitative Data","year":2019,"lang":"en","type":"review","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Impact","funders":"","keywords":"Medicine; Glycemic; CINAHL; MEDLINE; Type 1 diabetes; Grading (engineering); Artificial pancreas; Intensive care medicine; PsycINFO; Hypoglycemia; Diabetes mellitus; Insulin; Internal medicine; Nursing; Endocrinology; Psychological intervention","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":[0.07431499,0.001386642,0.006633263,0.0160415,0.001091827,0.004240957,0.002173212,0.001790476,0.002822173],"category_scores_gemma":[0.2502879,0.001338508,0.006279914,0.01721672,0.002334372,0.004508671,0.002482783,0.001684651,0.0001998057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008106764,"about_ca_system_score_gemma":0.02263147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110468,"about_ca_topic_score_gemma":0.02696584,"domain_scores_codex":[0.9038869,0.0535983,0.03010818,0.002933441,0.008656096,0.0008171073],"domain_scores_gemma":[0.7069853,0.2416163,0.03190485,0.002328195,0.01636058,0.0008047936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000202678,0.00001727745,0.002140401,0.9565153,0.006113647,0.00008677052,0.002696956,0.0000794192,0.0001017733,0.0003660427,0.001021587,0.03065818],"study_design_scores_gemma":[0.0001654182,0.000159117,0.003677001,0.9682088,0.01708851,0.0002013071,0.002829565,0.00006708632,0.0001560908,0.0004624368,0.006933443,0.00005120117],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006631091,0.9869694,0.0009475288,0.001300625,0.0002290397,0.001703723,0.001390661,0.00001098086,0.0008169311],"genre_scores_gemma":[0.1296354,0.8526559,0.007300521,0.002388097,0.000139503,0.006710195,0.0009066045,0.00001666986,0.0002470455],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07431499,"threshold_uncertainty_score":0.3930199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0871163149467976,"score_gpt":0.3812184623439029,"score_spread":0.2941021473971053,"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."}}