{"id":"W2890562667","doi":"10.4212/cjhp.v71i4.2831","title":"Should All Patients with Type 2 Diabetes Mellitus and Cardiovascular Disease Receive an SGLT2 Inhibitor?","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Native Mental Health Association of Canada; University of British Columbia","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 Diabetes Mellitus; Disease; Type 2 diabetes; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008619369,0.000263903,0.000930618,0.0002768676,0.0008874218,0.001051395,0.0004286344,0.003322723,0.01207444],"category_scores_gemma":[0.005729133,0.0001611982,0.0006328624,0.0004053054,0.0005587834,0.00174972,0.0004672873,0.002492615,0.002459012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008708021,"about_ca_system_score_gemma":0.00310148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005244869,"about_ca_topic_score_gemma":0.02201458,"domain_scores_codex":[0.9995241,0.0001129309,0.0000754145,0.00005066461,0.0001145831,0.0001222481],"domain_scores_gemma":[0.9979191,0.0003294309,0.0002575119,0.00009955597,0.0004481474,0.0009461663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002457472,0.001407114,0.1758943,0.001016677,0.0002729995,0.004258383,0.0003378469,0.000185096,0.0008969886,0.002800473,0.4429933,0.3674794],"study_design_scores_gemma":[0.00267809,0.002734396,0.4073102,0.006284379,0.0008515817,0.01628027,0.004134941,0.0008476087,0.001385021,0.01731188,0.5400207,0.0001609546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1013026,0.04810992,0.001172686,0.7581683,0.01765265,0.0002018108,0.0009786288,0.0002124156,0.07220092],"genre_scores_gemma":[0.5409523,0.04313324,0.005723978,0.3525859,0.02661251,0.0002536201,0.001402778,0.0000565039,0.02927915],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01207444,"threshold_uncertainty_score":0.04039305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932034841815859,"score_gpt":0.2529191744428336,"score_spread":0.233598826024675,"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."}}