{"id":"W3035383367","doi":"10.2337/db20-2216-pub","title":"2216-PUB: Patient Preferences for Newer Oral Therapies in Type 2 Diabetes","year":2020,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semaglutide; Empagliflozin; Medicine; Sitagliptin; Type 2 diabetes; Liraglutide; Glycemic; Relative risk; Internal medicine; Diabetes mellitus; Confidence interval; Endocrinology; Insulin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003332416,0.0001864719,0.0003137421,0.0005099606,0.0002897216,0.0007208199,0.0002388845,0.0004500086,0.03083612],"category_scores_gemma":[0.009326661,0.00008057521,0.0006051034,0.0009572898,0.0002075957,0.0004577256,0.0005751377,0.0004452719,0.00307198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005059186,"about_ca_system_score_gemma":0.0004096708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345053,"about_ca_topic_score_gemma":0.002511834,"domain_scores_codex":[0.9984573,0.001047396,0.0001308281,0.00005671778,0.0002229348,0.00008486379],"domain_scores_gemma":[0.9930456,0.005176003,0.000818548,0.0002599174,0.000419647,0.0002802399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003747774,0.002713991,0.8118151,0.0004234232,0.0002404246,0.0001609595,0.0006318112,0.00162511,0.0004743996,0.001002763,0.03549807,0.1416661],"study_design_scores_gemma":[0.0007670678,0.003186877,0.9629637,0.0001623493,0.0001698101,0.0004285206,0.001497991,0.007125228,0.001049103,0.001323243,0.02126934,0.00005693575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477097,0.0002551466,0.002265115,0.0009218165,0.00006492259,0.000746561,0.03204982,0.00009453463,0.01589236],"genre_scores_gemma":[0.9756089,0.0002347691,0.006178383,0.0004809332,0.0000742932,0.001233608,0.01032666,0.00002048076,0.005841938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03083612,"threshold_uncertainty_score":0.1031572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205976369791114,"score_gpt":0.2552491845630111,"score_spread":0.2231894208651,"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."}}