{"id":"W2766045549","doi":"10.1136/bmjopen-2017-018249","title":"Protocol for the HAPPY Hearts study: cardiovascular screening for the early detection of future adverse cardiovascular outcomes in middle-aged and older women: a prospective, observational cohort study","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Winnipeg Regional Health Authority; University of Manitoba; Research Manitoba; Government of Canada; St. Boniface Hospital","funders":"Canadian Institutes of Health Research; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Manitoba","keywords":"Medicine; Blood pressure; Myocardial infarction; Observational study; Stroke (engine); Heart failure; Adverse effect; Framingham Risk Score; Cohort study; Internal medicine; Prospective cohort study; Percutaneous coronary intervention; Risk assessment; Incidence (geometry); Cohort; Physical therapy; Cardiology; Disease","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":[0.04825547,0.003434936,0.003785026,0.002691392,0.003925802,0.00354556,0.003857719,0.004161035,0.04153299],"category_scores_gemma":[0.07227547,0.002853663,0.00283135,0.005067356,0.002392253,0.002715631,0.002647168,0.004246823,0.01475724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002802175,"about_ca_system_score_gemma":0.01468979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603018,"about_ca_topic_score_gemma":0.002957785,"domain_scores_codex":[0.9656138,0.02282512,0.004319307,0.003047729,0.00310562,0.001088387],"domain_scores_gemma":[0.9672848,0.006451006,0.005076404,0.008217702,0.009982766,0.002987343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.3533508,0.014667,0.04754587,0.03611431,0.004000284,0.001422996,0.003869329,0.004044349,0.006025014,0.01985184,0.3859192,0.1231891],"study_design_scores_gemma":[0.3947251,0.03856559,0.2142062,0.02069339,0.002767848,0.001122255,0.001696018,0.008136271,0.003509773,0.01179195,0.3019355,0.0008501098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003254373,0.0002369912,0.00432924,0.0004794066,0.0006235137,0.9779583,0.01092313,0.0001294783,0.002065526],"genre_scores_gemma":[0.002170469,0.00008528415,0.002225605,0.000188084,0.00008659125,0.9928041,0.002014539,0.00001133975,0.0004139219],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04825547,"threshold_uncertainty_score":0.2552024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598599094896993,"score_gpt":0.4267730443339957,"score_spread":0.2669131348442964,"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."}}