{"id":"W2948950769","doi":"10.2337/dc19-0548","title":"Exploring Patient Preferences for Adjunct-to-Insulin Therapy in Type 1 Diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Boehringer Ingelheim (Canada); Mount Sinai Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Eli Lilly and Company; Boehringer Ingelheim","keywords":"Medicine; Adjunct; Insulin; Diabetes mellitus; Internal medicine; Ketoacidosis; Diabetic ketoacidosis; Hypoglycemia; Type 1 diabetes; Surgery; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007680729,0.0003349491,0.0002976317,0.000478761,0.0003553863,0.001095113,0.0002308272,0.0005047685,0.002132877],"category_scores_gemma":[0.01774827,0.0001281748,0.0008502505,0.0005994076,0.0004677213,0.0006139791,0.0006500196,0.0006431009,0.0001616202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005688786,"about_ca_system_score_gemma":0.0004876426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007392104,"about_ca_topic_score_gemma":0.001147086,"domain_scores_codex":[0.9932438,0.005358168,0.000354542,0.0002010855,0.0006244533,0.000217973],"domain_scores_gemma":[0.9871346,0.009417768,0.002441836,0.000197063,0.0003494124,0.0004592139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005549977,0.002040543,0.8759701,0.000559493,0.0006224826,0.0003304952,0.005989349,0.004980436,0.002747255,0.0006570238,0.0008626578,0.0996902],"study_design_scores_gemma":[0.0006853512,0.02177198,0.9131893,0.0003648217,0.0005838475,0.001419989,0.02388524,0.02681073,0.004443987,0.002818746,0.003823515,0.0002024969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988281,0.0001318599,0.0003943162,0.0001122268,0.000003872488,0.00004409421,0.00007206174,0.000001997878,0.000411438],"genre_scores_gemma":[0.9985115,0.0001111027,0.001166845,0.00006364465,0.00000533035,0.00003321999,0.00004138318,5.40959e-7,0.00006637997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007680729,"threshold_uncertainty_score":0.04062009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0793523124892804,"score_gpt":0.2895696528104912,"score_spread":0.2102173403212108,"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."}}