{"id":"W4399142814","doi":"10.1016/j.cjco.2024.05.012","title":"Prevalence, Patient Awareness, Treatment, and Control of Hypertension in Canadian Adults With Common Comorbidities","year":2024,"lang":"en","type":"article","venue":"CJC Open","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Comorbidity; Hypertension treatment; Control (management); Pediatrics; Internal medicine; Blood pressure; Computer science; Artificial intelligence","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":[0.0008262887,0.0002090822,0.0003210993,0.00117363,0.001537943,0.0007296859,0.0007563708,0.0004298302,0.002005079],"category_scores_gemma":[0.004560744,0.0001826605,0.0004893359,0.003091549,0.000392904,0.0003993002,0.0005168449,0.0006939661,0.000107954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01042471,"about_ca_system_score_gemma":0.0167394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9765022,"about_ca_topic_score_gemma":0.9768422,"domain_scores_codex":[0.9983657,0.00009287845,0.0001320102,0.000180181,0.0009316126,0.0002975868],"domain_scores_gemma":[0.9971445,0.0001776768,0.0009749437,0.0000579827,0.00104653,0.0005982792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002310852,0.00001987782,0.9939662,0.00005048144,0.00004393942,0.00003687944,0.0002165126,0.00003522922,0.0000437596,0.00005107372,0.001484151,0.004028815],"study_design_scores_gemma":[0.000002756778,0.000008618271,0.9988857,0.00003559616,0.00002203073,0.00007998998,0.0002716791,0.00009416624,0.00001383413,0.00001577632,0.0005642075,0.000005630347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748276,0.004617917,0.0001913329,0.002624879,0.0000702269,0.00005894908,0.007815092,0.00002296365,0.009770999],"genre_scores_gemma":[0.9964966,0.001430986,0.0002187221,0.0002822535,0.00002732904,0.00001298946,0.001287878,0.000002382482,0.0002407988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349782,"threshold_uncertainty_score":0.07563698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0320183155136913,"score_gpt":0.2728559256338103,"score_spread":0.240837610120119,"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."}}