{"id":"W4295277450","doi":"10.1016/j.ijcard.2022.09.009","title":"Patient preferences for newer oral therapies in type 2 diabetes","year":2022,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Boehringer Ingelheim; Eli Lilly and Company","keywords":"Medicine; Semaglutide; Empagliflozin; Sitagliptin; Type 2 diabetes; Dulaglutide; Internal medicine; Liraglutide; Type 2 Diabetes Mellitus; Diabetes mellitus; Endocrinology","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":[0.003999032,0.0002657413,0.0002813433,0.0006161806,0.0002510946,0.0009691488,0.0001807208,0.0003838677,0.002156937],"category_scores_gemma":[0.009439864,0.00007973168,0.0009252367,0.0007061939,0.0003137265,0.0004552553,0.000445001,0.0005542522,0.000181002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004883201,"about_ca_system_score_gemma":0.0002822237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007894728,"about_ca_topic_score_gemma":0.000849348,"domain_scores_codex":[0.9969759,0.001988179,0.000221923,0.0001498257,0.0005417215,0.0001224407],"domain_scores_gemma":[0.9929875,0.004027504,0.002144945,0.0001640632,0.0002975845,0.0003785175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002902508,0.0005284906,0.9421082,0.0002693773,0.0004614388,0.0001476626,0.0011178,0.002349232,0.001327283,0.0001776467,0.0003191654,0.0482912],"study_design_scores_gemma":[0.0001905989,0.003847012,0.9757454,0.0001637882,0.0003774856,0.001098858,0.003496745,0.01064119,0.00211241,0.0009475153,0.001295846,0.00008308174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987244,0.0002222954,0.0003333811,0.00007166261,0.000003685554,0.00002217774,0.0001038895,0.000001830878,0.0005165347],"genre_scores_gemma":[0.9991457,0.00009827316,0.0005787231,0.00004660775,0.000004760029,0.00001418216,0.00005962246,5.771762e-7,0.00005161685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003999032,"threshold_uncertainty_score":0.02114922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02468053951443426,"score_gpt":0.2936505194972363,"score_spread":0.268969979982802,"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."}}