{"id":"W2025696862","doi":"10.1016/j.envres.2007.08.009","title":"The environmental burden of disease in Canada: Respiratory disease, cardiovascular disease, cancer, and congenital affliction","year":2007,"lang":"en","type":"article","venue":"Environmental Research","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"Centers for Disease Control and Prevention; National Cancer Institute; National Academy of Sciences; Public Health Agency of Canada","keywords":"Disease; Medicine; Cancer; Respiratory disease; Environmental health; Internal medicine; Lung","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":[0.0005643091,0.0004368467,0.0004426554,0.002468355,0.002435888,0.001557993,0.0008732495,0.0009750312,0.004620797],"category_scores_gemma":[0.002108974,0.0002568245,0.0006486446,0.00762621,0.000729341,0.0006512468,0.001088901,0.001245497,0.0002744107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02879851,"about_ca_system_score_gemma":0.09327084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961532,"about_ca_topic_score_gemma":0.9984327,"domain_scores_codex":[0.9992399,0.00007338703,0.00004096853,0.00006424427,0.0003444105,0.0002371392],"domain_scores_gemma":[0.9980842,0.00009018933,0.0002449224,0.00003015265,0.0009226477,0.0006277892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001168743,0.00005895676,0.9344918,0.0002700969,0.0002130174,0.0003721512,0.0006245816,0.0004987837,0.000256388,0.001390608,0.0229004,0.03880638],"study_design_scores_gemma":[0.0000111628,0.00001289674,0.9905499,0.0001369441,0.0000871751,0.0001333345,0.0008968465,0.0002395792,0.00006238299,0.0002440172,0.007609482,0.00001636441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7280958,0.07682913,0.000756685,0.09043574,0.001223749,0.0001559777,0.0650583,0.0001315232,0.03731323],"genre_scores_gemma":[0.9460583,0.03814633,0.0006054717,0.002147581,0.0003415298,0.0000332424,0.006153268,0.00001503381,0.006499338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02879851,"threshold_uncertainty_score":0.2089487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758323767547371,"score_gpt":0.2898894083187015,"score_spread":0.2623061706432278,"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."}}