{"id":"W4308559734","doi":"10.1016/j.jcjd.2022.11.002","title":"Prescribing Trends of the Sodium–Glucose Cotransporter-2 Inhibitors Among Different Physician Specialties in Canada (2015–2021)","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Medical prescription; Guideline; Confidence interval; Internal medicine; Diabetes mellitus; Defined daily dose; Clinical trial; Type 2 diabetes; Emergency medicine; Pharmacology; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0005312352,0.0003169928,0.000527829,0.002097221,0.001109284,0.001417195,0.001236627,0.001028589,0.003976674],"category_scores_gemma":[0.002722333,0.0003883446,0.001323443,0.005927514,0.0004328965,0.0006459084,0.0006746134,0.00139879,0.0004974301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03063244,"about_ca_system_score_gemma":0.04438872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917788,"about_ca_topic_score_gemma":0.995421,"domain_scores_codex":[0.9983965,0.00004938905,0.0001865865,0.0002257064,0.0005914797,0.0005502476],"domain_scores_gemma":[0.9952281,0.0001620985,0.001251347,0.00004747253,0.002272745,0.001038286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003624447,0.0000933966,0.956774,0.0003263373,0.0003119161,0.0001601543,0.0003489382,0.0007205486,0.0002879156,0.0004243802,0.026235,0.01395501],"study_design_scores_gemma":[0.00001843257,0.00003053412,0.9939983,0.0001355459,0.00007461121,0.0001120056,0.0005045604,0.000600361,0.0001019169,0.00002553378,0.004379807,0.00001848064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8243367,0.01002789,0.0003735353,0.005584088,0.0003025956,0.0001273123,0.146355,0.000151713,0.01274114],"genre_scores_gemma":[0.9552897,0.005053503,0.0007816546,0.002344347,0.0001089517,0.00006441223,0.03112022,0.00003350927,0.005203701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03063244,"threshold_uncertainty_score":0.222255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008296747767984359,"score_gpt":0.1870763894706519,"score_spread":0.1787796417026676,"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."}}