{"id":"W1964687489","doi":"10.4061/2011/410754","title":"Do Recommendations for the Management of Hypertension Improve Cardiovascular Outcome? The Canadian Experience","year":2011,"lang":"en","type":"article","venue":"International Journal of Hypertension","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McMaster University","funders":"","keywords":"Medicine; Stroke (engine); Blood pressure; Medical prescription; Myocardial infarction; Heart failure; Emergency medicine; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006797032,0.0001362907,0.0004251772,0.0001608714,0.0002546147,0.00002485771,0.0004007335,0.00006250803,0.00005917364],"category_scores_gemma":[0.0001077635,0.00006714332,0.0005090338,0.000101523,0.0001205433,0.0001116985,0.00009792311,0.0002064268,0.000004966281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004176197,"about_ca_system_score_gemma":0.00008549302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004321788,"about_ca_topic_score_gemma":0.0005380615,"domain_scores_codex":[0.9983865,0.00003793487,0.0005870882,0.000156597,0.000657146,0.0001747046],"domain_scores_gemma":[0.996972,0.0001625326,0.0002648732,0.0003755623,0.002122226,0.0001028171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004433048,0.001896532,0.02514214,0.0003168784,0.07056054,0.004210679,0.0140921,0.0001363734,0.01419027,0.009853617,0.19987,0.6552978],"study_design_scores_gemma":[0.006714455,0.0006930909,0.09286458,0.0008386952,0.009595811,0.005592578,0.01264643,0.0007288926,0.007234319,0.0008223145,0.8618928,0.0003760933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5833092,0.1059999,0.007089778,0.2556261,0.03097427,0.005165919,0.0001703347,0.00008851055,0.01157599],"genre_scores_gemma":[0.9902335,0.001574276,0.003789326,0.003925717,0.0002798854,0.00001919474,0.000003461264,0.00001658665,0.0001580345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6620228,"threshold_uncertainty_score":0.653328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1589399942460537,"score_gpt":0.3153436240377492,"score_spread":0.1564036297916956,"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."}}