{"id":"W2168019533","doi":"10.1093/eurheartj/ehp603","title":"Don't worry, be happy: positive affect and reduced 10-year incident coronary heart disease: The Canadian Nova Scotia Health Survey","year":2010,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":330,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; National Center for Research Resources; Heart and Stroke Foundation of Canada","keywords":"Medicine; Affect (linguistics); Worry; Hostility; Population; Anxiety; Prospective cohort study; Epidemiology; Myocardial infarction; Internal medicine; Psychiatry; Clinical psychology; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04487685288337861,"score_gpt":0.3498576516662995,"score_spread":0.3049807987829209,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["observational"],"consensus_intersection":["observational"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.0009918364232852674,"metaepi_narrow":0.00030518043793392844,"metaepi_broad":0.00006103608758678569,"bibliometrics":0.00010681315327687495,"sts":0.00007629510948348211,"scholarly_communication":0.0001373311970702678,"open_science":0.0001373311970702678,"research_integrity":0.0006103608758678569,"randomized_trial":0.0025482566567483025,"nonrandomized_trial":0.000030518043793392844,"observational":0.8977035172045472,"systematic_review":0.000030518043793392844,"meta_analysis":0.00024414435034714275,"case_report":0.0016174563210498208,"qualitative":0.00016784924086366064,"simulation_or_modeling":0.000015259021896696422,"bench_or_experimental":0.0008697642481116961,"theoretical_or_conceptual":0.0063477531090257115,"not_applicable":0.04757763027389944,"design_other":0.0005951018539711605},"gemma":{"metaresearch":0.005111772335393301,"metaepi_narrow":0.000015259021896696422,"metaepi_broad":0.000030518043793392844,"bibliometrics":0.00006103608758678569,"sts":0.00006103608758678569,"scholarly_communication":0.00012207217517357137,"open_science":0.00015259021896696422,"research_integrity":0.00024414435034714275,"randomized_trial":0.00006103608758678569,"nonrandomized_trial":0.00009155413138017853,"observational":0.9992370489051652,"systematic_review":0.0012817578393224994,"meta_analysis":0.00006103608758678569,"case_report":0.012085145342183566,"qualitative":0.00016784924086366064,"simulation_or_modeling":0.000015259021896696422,"bench_or_experimental":0.000030518043793392844,"theoretical_or_conceptual":0.000015259021896696422,"not_applicable":0.008163576714732586}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}