{"id":"W4281688124","doi":"10.1161/jaha.121.025148","title":"Workers’ Activity Profiles Associated With Predicted 10‐Year Cardiovascular Disease Risk","year":2022,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Physical Activity and Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Public Health Agency of Canada; Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Poisson regression; Physical activity; Relative risk; Demography; Epidemiology; Internal medicine; Disease; Confidence interval; Environmental health; Physical therapy; Population","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":[0.0008182598,0.000304676,0.0002613188,0.0008458183,0.0004690409,0.000608829,0.0004153845,0.0002869895,0.001182743],"category_scores_gemma":[0.002539497,0.0001776996,0.0005007822,0.0007642701,0.0002885093,0.0001843455,0.0005251424,0.0004217007,0.0001857904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006045376,"about_ca_system_score_gemma":0.00106136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1603046,"about_ca_topic_score_gemma":0.2058685,"domain_scores_codex":[0.9995709,0.0000629208,0.00003178164,0.0001200573,0.0001013587,0.0001128635],"domain_scores_gemma":[0.9985893,0.0002003964,0.0005914996,0.0001058186,0.0002896135,0.0002232553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000337994,0.000008042221,0.9983012,0.000009368806,0.00004364217,0.000009640914,0.00004840552,0.0001202957,0.0001266833,0.00001577562,0.00008784119,0.001195353],"study_design_scores_gemma":[8.892615e-7,0.00001083811,0.9995292,0.000005194335,0.00001269312,0.00001480122,0.00008537538,0.0001903913,0.00002264132,0.00003011997,0.00009551983,0.000002233483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965299,0.0004868437,0.0005953528,0.0001035554,0.000008645387,0.00001506792,0.001769503,0.00001548928,0.0004756814],"genre_scores_gemma":[0.9984181,0.0001865797,0.0002853514,0.00001272466,0.000005862624,0.000006546957,0.0008986331,0.000002679067,0.0001835403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1603046,"threshold_uncertainty_score":0.3187431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155385060305155,"score_gpt":0.2605903586672815,"score_spread":0.245051852636766,"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."}}