{"id":"W3154639416","doi":"10.1097/01.hjh.0000749076.62983.6d","title":"PREDICTION OF MAJOR CARDIOVASCULAR AND CEREBROVASCULAR OUTCOMES FOR OLDER PEOPLE WITH HYPERTENSION AND FRAILTY: LINKED PRIMARY CARE ELECTRONIC HEALTH RECORDS COHORT STUDY","year":2021,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Stroke (engine); Myocardial infarction; Cohort; Heart failure; Cohort study; Record linkage; Population; Blood pressure; Internal medicine; Retrospective cohort study; Physical therapy; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002694917,0.000504104,0.0007017048,0.001007923,0.0009432174,0.001262813,0.0008930133,0.0008337335,0.001637367],"category_scores_gemma":[0.005833323,0.0008186752,0.0010164,0.002385292,0.0003344979,0.0008987602,0.001296707,0.0012881,0.0006537202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000570494,"about_ca_system_score_gemma":0.0008939024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01918198,"about_ca_topic_score_gemma":0.01869721,"domain_scores_codex":[0.9982399,0.0005104102,0.0001942899,0.0004614387,0.0003924566,0.0002015171],"domain_scores_gemma":[0.9960147,0.0005008827,0.001560218,0.0008814507,0.0005323841,0.0005103871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004170429,0.0002032863,0.9974261,0.00002590033,0.0003134459,0.00008697812,0.0001476521,0.00005067857,0.000106812,0.00002768582,0.0003825125,0.0008118486],"study_design_scores_gemma":[0.0001824875,0.0002124806,0.9982103,0.00002483557,0.0001586482,0.0001897068,0.0001359038,0.0004050605,0.00004159238,0.00003491438,0.0003925363,0.00001157705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914903,0.0001712632,0.0002996323,0.0001020298,0.00001991444,0.0001868443,0.007309347,0.00001015684,0.0004105057],"genre_scores_gemma":[0.9925108,0.0002151259,0.0005325759,0.0001551903,0.00005044191,0.0002728942,0.005737277,0.000005700397,0.0005200491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01918198,"threshold_uncertainty_score":0.03814065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929439996776537,"score_gpt":0.2356774969449139,"score_spread":0.2163830969771485,"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."}}