{"id":"W2934750057","doi":"10.1016/j.jstrokecerebrovasdis.2019.03.015","title":"Determinants Influencing the Prestroke Health Behaviors and Cardiovascular Disease Risk of Stroke Patients: A Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"Journal of Stroke and Cerebrovascular Diseases","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; GF Strong Rehabilitation Centre; St. Paul's Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Vancouver Coastal Health Research Institute; Heart and Stroke Foundation of Canada; Canada Excellence Research Chairs, Government of Canada; Health Research; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Stroke (engine); Medicine; Disease; Regression analysis; Physical therapy; Cross-sectional study; Analysis of variance; Multilevel model; Cardiovascular health; Prospective cohort study; Explained variation; Gerontology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008483264,0.0003928203,0.0004953765,0.0005319118,0.0009232716,0.0009398602,0.0003477605,0.001077194,0.001460803],"category_scores_gemma":[0.001755081,0.0007546145,0.0007198094,0.001022853,0.000382893,0.0006574061,0.0004918651,0.001263414,0.0003918544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003879069,"about_ca_system_score_gemma":0.0006202727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427797,"about_ca_topic_score_gemma":0.01868407,"domain_scores_codex":[0.9993668,0.0002216701,0.0000719228,0.0001163847,0.00008897439,0.0001341885],"domain_scores_gemma":[0.9987596,0.0002364628,0.0003201683,0.0001291525,0.0001648497,0.0003897602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001226054,0.0003048382,0.9988617,0.000004586816,0.00008245713,0.00003014369,0.0001098557,0.0000154864,0.0001433902,0.000007896887,0.00004493916,0.0002721593],"study_design_scores_gemma":[0.000008422262,0.0001874267,0.9993673,0.000002058949,0.00003093032,0.00005040281,0.0002182385,0.0000598486,0.00001868347,0.000007833832,0.00004608104,0.000002720842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994003,0.00005772324,0.00004844231,0.00002414481,0.00000473198,0.0000128264,0.0002162613,0.000001549351,0.0002339886],"genre_scores_gemma":[0.9992402,0.00005874452,0.00007472123,0.00005348138,0.00000922219,0.00001555956,0.000326138,0.000001457799,0.0002205654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01427797,"threshold_uncertainty_score":0.02838969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899063775765839,"score_gpt":0.361904479807757,"score_spread":0.3429138420500986,"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."}}