{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887755,0.00005114303,0.0002048406,0.0001764785,0.00001518854,0.000006640934,0.00009987216,0.00001481573,0.00009669813],"category_scores_gemma":[0.00004790599,0.00003868694,0.0001033065,0.00004304689,0.00001931925,0.00004024919,0.00005288719,0.00007981656,0.000001388748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009683236,"about_ca_system_score_gemma":0.00004318076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001904929,"about_ca_topic_score_gemma":0.000001108858,"domain_scores_codex":[0.9994015,0.00005017794,0.0002008134,0.00006239325,0.0001942281,0.00009092399],"domain_scores_gemma":[0.999576,0.00006825801,0.0001075337,0.00004222838,0.0001849091,0.00002104316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001786591,0.0002609929,0.7610248,0.00001414536,0.003570134,0.0002114153,0.0006895743,0.002562813,0.001112404,0.001644174,0.02468228,0.2024407],"study_design_scores_gemma":[0.004695725,0.006011476,0.22788,0.00003915036,0.0001886743,0.00008664322,0.0009749256,0.0001075015,0.0004192292,0.006718038,0.7527546,0.0001239838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935325,0.001019108,0.00005371889,0.001708146,0.001856473,0.0001370348,0.000008074985,0.000003833473,0.001681054],"genre_scores_gemma":[0.99859,0.0000992514,0.0004022894,0.0005139901,0.0002064954,0.00002472081,0.00001822134,0.000004920365,0.0001401445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7280723,"threshold_uncertainty_score":0.1577608,"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."}}