{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003180683,0.0003411748,0.0002957247,0.0001247485,0.0006871695,0.00003591359,0.000499609,0.0000680364,0.000685533],"category_scores_gemma":[0.0002058819,0.0003120748,0.0001295758,0.0003266409,0.00182117,0.0003251093,0.0009046568,0.0006914172,0.0001072459],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005166145,"about_ca_system_score_gemma":0.0003728177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3529529,"about_ca_topic_score_gemma":0.1731669,"domain_scores_codex":[0.9935856,0.0005757005,0.0006060625,0.001113594,0.002824466,0.001294588],"domain_scores_gemma":[0.9968498,0.0005842929,0.0001141197,0.0009952689,0.000003941944,0.001452566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005182782,0.0001528198,0.9185155,0.00002569438,0.00007760325,0.0002381188,0.0002199803,0.003126491,0.002649379,0.00001145279,0.0001038801,0.07436079],"study_design_scores_gemma":[0.0007023912,0.00004765064,0.9647997,0.00003413477,0.00005330045,9.776021e-7,0.001040906,0.0008661984,0.0004390423,0.0001208183,0.03158657,0.0003082749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858361,0.01169491,0.00002925461,0.0003792128,0.0001139546,0.001267626,0.0003001071,0.0000110548,0.0003677552],"genre_scores_gemma":[0.9936582,0.005420172,0.00001438161,0.0001161517,0.0001156453,0.0001973276,0.00003408308,0.00006032714,0.0003837021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1797859,"threshold_uncertainty_score":0.9999331,"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."}}