{"id":"W4318619200","doi":"10.9778/cmajo.20210281","title":"Use of sodium–glucose cotransporter 2 inhibitors in Alberta adults with chronic kidney disease: a cross-sectional study identifying care gaps to inform knowledge translation","year":2023,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Novo Nordisk; Otsuka Pharmaceutical; Alexion Pharmaceuticals; Janssen Pharmaceuticals; AstraZeneca; Bristol-Myers Squibb; Alberta Health Services; Amgen","keywords":"Medicine; Kidney disease; Diabetes mellitus; Renal function; Internal medicine; Odds ratio; Cross-sectional study; Canagliflozin; Guideline; Type 2 diabetes; Endocrinology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001334303,0.000172175,0.0002701567,0.0003003436,0.00007385153,0.0001154395,0.0001463796,0.00003928235,0.00008405041],"category_scores_gemma":[0.00002935925,0.0001430223,0.00006461038,0.0007252202,0.00003260104,0.000532042,0.000090659,0.00007824266,0.000112308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042842,"about_ca_system_score_gemma":0.0002309623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065479,"about_ca_topic_score_gemma":0.02599166,"domain_scores_codex":[0.9987371,0.00001883513,0.0003729877,0.0003339707,0.0002865598,0.0002505233],"domain_scores_gemma":[0.9992537,0.00004368842,0.00006349062,0.0002948705,0.0001093217,0.0002348709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001354638,0.0004621386,0.9792024,0.0006460384,0.000154919,0.00004366694,0.01162753,0.0000883111,0.00005471684,0.00001831243,0.0004718406,0.00587547],"study_design_scores_gemma":[0.007284218,0.0007039872,0.981247,0.0007780162,0.0001559973,3.474861e-7,0.0007087972,0.0001042939,0.000434885,0.000003504967,0.008421941,0.0001570214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943658,0.0001192059,0.000005088687,0.0001661501,0.0001589819,0.004185268,0.00004752417,0.00005049737,0.0009014592],"genre_scores_gemma":[0.99588,0.00001708288,0.00005222707,0.0000633902,0.00005157469,0.0004973484,0.0008074436,0.00003496134,0.002595976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02292618,"threshold_uncertainty_score":0.9917815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303451414863605,"score_gpt":0.3373347577574801,"score_spread":0.284300243608844,"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."}}