{"id":"W4387338189","doi":"10.1016/j.cjca.2023.06.235","title":"A COMPARATIVE STUDY ON THE USE OF GLUCOSE-LOWERING AGENTS AS ADJUVANT THERAPY IN INDIVIDUALS WITH TYPE 1 DIABETES MELLITUS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Metformin; Adjuvant; Diabetes mellitus; Type 2 diabetes; Type 2 Diabetes Mellitus; Internal medicine; Adjuvant therapy; Pharmacology; Disease; Endocrinology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001427496,0.0003368378,0.0009794772,0.0005930696,0.0004642498,0.0005060247,0.0003179911,0.0008237298,0.002607324],"category_scores_gemma":[0.004277406,0.0002223084,0.001168581,0.001193576,0.0002974595,0.0006198664,0.0003906158,0.0006072072,0.0001787314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793827,"about_ca_system_score_gemma":0.0005326016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003640287,"about_ca_topic_score_gemma":0.004931968,"domain_scores_codex":[0.998835,0.0006339436,0.0001785131,0.0001333474,0.0001145519,0.0001046613],"domain_scores_gemma":[0.997486,0.001275283,0.0005142431,0.000125296,0.0002613145,0.0003377851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3231317,0.01452103,0.6217033,0.001131824,0.006057252,0.0005645832,0.001100858,0.0001963031,0.00288933,0.0001566716,0.0002540264,0.0282931],"study_design_scores_gemma":[0.01498352,0.0907623,0.8851226,0.0001691856,0.0056346,0.0003914718,0.001264411,0.000264086,0.0003964,0.00008887655,0.0008770922,0.00004534844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99849,0.0009177511,0.00002223601,0.00002195065,0.00001796374,0.00002878509,0.00008700349,5.398754e-7,0.0004137212],"genre_scores_gemma":[0.998803,0.0006293114,0.00007804632,0.00007246632,0.00003323291,0.00002932968,0.0001959095,6.451677e-7,0.0001579484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003640287,"threshold_uncertainty_score":0.008722365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09190993508327006,"score_gpt":0.303728579366336,"score_spread":0.2118186442830659,"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."}}