{"id":"W4386587478","doi":"10.1016/j.cjco.2023.08.014","title":"Characterizing Hypertension Specialist Care in Canada: A National Survey","year":2023,"lang":"en","type":"article","venue":"CJC Open","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hôtel-Dieu de Québec; McMaster University Medical Centre; Sinai Health System; Université de Montréal; University of Saskatchewan; University of Calgary; Sunnybrook Health Science Centre; Jewish General Hospital; Saskatchewan Health; Hamilton Health Sciences; McGill University Health Centre; University of Ottawa; McGill University; Women's College Hospital; Hamilton General Hospital; University of Manitoba; St. Joseph’s Healthcare Hamilton; University of British Columbia; McMaster University; University of Alberta","funders":"University of Alberta; Bayer; AstraZeneca","keywords":"Medicine; Secondary hypertension; Blood pressure; Population; Emergency medicine; Pediatrics; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001067947,0.0001669426,0.0002586596,0.001238713,0.001679775,0.000959794,0.0008537414,0.0005062644,0.00144157],"category_scores_gemma":[0.003784846,0.0002485719,0.0002975641,0.003931731,0.0005015085,0.0003961635,0.0009117858,0.0005879082,0.0001764865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01860566,"about_ca_system_score_gemma":0.02684281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9847008,"about_ca_topic_score_gemma":0.9896194,"domain_scores_codex":[0.9978551,0.0001797367,0.0001959359,0.0001913098,0.001053755,0.0005240691],"domain_scores_gemma":[0.9946265,0.0003649675,0.001037564,0.00008579531,0.00223322,0.001651926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002107509,0.00002750383,0.9922172,0.00008510272,0.00002246795,0.0000736778,0.000944357,0.00004888437,0.00009366854,0.00003717763,0.002415166,0.004013678],"study_design_scores_gemma":[0.000002806102,0.0000117471,0.9979898,0.00003257677,0.000005722312,0.00004746165,0.001002894,0.0001140882,0.00001722502,0.000006377537,0.0007653297,0.00000408399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814597,0.00138307,0.0002040147,0.002002786,0.00002226239,0.0001424405,0.009814241,0.00002592526,0.004945513],"genre_scores_gemma":[0.9957392,0.0008868491,0.0003056009,0.0006137488,0.000009836639,0.00003466694,0.002017449,0.000004713369,0.0003877436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01860566,"threshold_uncertainty_score":0.1349941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118378657365862,"score_gpt":0.3166025385991728,"score_spread":0.2047646728625865,"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."}}