{"id":"W1986947810","doi":"10.1016/s0828-282x(08)70584-1","title":"Changes in lifestyle after hypertension diagnosis in Canada","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Medicine; Overweight; Lifestyle modification; Body mass index; Smoking cessation; Alcohol consumption; Antihypertensive drug; Population; Physical therapy; Blood pressure; Obesity; Internal medicine; Environmental health; Alcohol","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000143723,0.00009332385,0.0007138625,0.0003498694,0.00003177055,0.000001626868,0.00005741443,0.00007868008,0.00002852165],"category_scores_gemma":[0.0001546058,0.00007559793,0.0000604782,0.0001477652,0.00006914316,0.00002688407,0.000009687754,0.000279399,0.000002696627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161077,"about_ca_system_score_gemma":0.003260623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8170368,"about_ca_topic_score_gemma":0.9964894,"domain_scores_codex":[0.9991663,0.00007663502,0.0002551281,0.0001011815,0.0001053986,0.0002953213],"domain_scores_gemma":[0.9992491,0.0001030567,0.00005323648,0.000109481,0.0001561068,0.0003290322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004521798,0.000001833723,0.9198645,0.000007400589,0.00007265335,0.0230449,0.0001266229,0.00004494984,0.00002472506,0.00000115393,0.05576085,0.001005198],"study_design_scores_gemma":[0.0006937961,0.00008756041,0.7841287,0.00007853439,0.00007079442,0.004363493,0.0001747872,0.000001867746,0.0000488108,0.000005953165,0.2102837,0.00006206914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741638,0.01472812,0.000001042505,0.009555386,0.0004647913,0.00007341939,0.00000694674,0.00000117334,0.001005272],"genre_scores_gemma":[0.992363,0.001613876,0.00003178655,0.005481056,0.0004505142,0.00000903671,9.378761e-7,0.000009119709,0.00004069807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1794526,"threshold_uncertainty_score":0.5784206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829441195279043,"score_gpt":0.2131336566815186,"score_spread":0.1848392447287282,"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."}}