{"id":"W4210486303","doi":"10.1016/j.cjca.2022.01.029","title":"Epidemiology of Resistant Hypertension in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Blood pressure; Dyslipidemia; Internal medicine; Confidence interval; Diabetes mellitus; Overweight; Epidemiology; Stroke (engine); Kidney disease; Antihypertensive drug; Obesity; Diuretic; 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":[0.0007819106,0.0003648632,0.0007042552,0.004050393,0.002809266,0.002048822,0.001556673,0.0009476335,0.002995602],"category_scores_gemma":[0.003602033,0.0005534458,0.0011578,0.01303873,0.0007599584,0.000714304,0.00130742,0.001403814,0.0002412197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03124604,"about_ca_system_score_gemma":0.06381233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964476,"about_ca_topic_score_gemma":0.9970044,"domain_scores_codex":[0.9978059,0.000204103,0.00026582,0.0002659874,0.0007549506,0.0007031995],"domain_scores_gemma":[0.9949481,0.0002291091,0.001015299,0.000112757,0.002222235,0.001472474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008182273,0.00004971995,0.9928229,0.00008666741,0.0001323935,0.0001289647,0.000328803,0.00008448652,0.00009081628,0.0003100928,0.002580425,0.003302922],"study_design_scores_gemma":[0.00001311049,0.00001398193,0.9975618,0.00006756028,0.0000461624,0.00007599087,0.0008457263,0.0001309493,0.00002109413,0.00003911044,0.001172093,0.00001240264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501836,0.01116173,0.0002541024,0.005503581,0.0001720522,0.0001476391,0.02357864,0.00004935465,0.008949324],"genre_scores_gemma":[0.9902315,0.004493475,0.0002249344,0.000626018,0.00005040638,0.00003405953,0.003140729,0.0000106345,0.001188236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03124604,"threshold_uncertainty_score":0.2267069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05012221162569035,"score_gpt":0.2477506993345466,"score_spread":0.1976284877088562,"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."}}