{"id":"W3126510198","doi":"10.1093/jncics/pkab001","title":"Fine Particulate Matter Air Pollution and Mortality Risk Among US Cancer Patients and Survivors","year":2021,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Medical Research Council; U.S. Environmental Protection Agency","keywords":"Medicine; Hazard ratio; Proportional hazards model; Lung cancer; Confidence interval; Cohort study; Cancer; Cohort; Internal medicine; Risk of mortality; Epidemiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002628749,0.0001859436,0.0002223716,0.0005926706,0.0002612715,0.0005114551,0.0001913235,0.0003228887,0.001566258],"category_scores_gemma":[0.001406901,0.0001386602,0.0004333676,0.00107144,0.0001352582,0.0002551061,0.0004493702,0.000403809,0.0001536945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003065396,"about_ca_system_score_gemma":0.0003717919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01838818,"about_ca_topic_score_gemma":0.01632422,"domain_scores_codex":[0.9998012,0.00003400341,0.0000276803,0.00005348636,0.00003983276,0.0000438282],"domain_scores_gemma":[0.999228,0.00009321621,0.0003233622,0.00004680134,0.0001343457,0.000174178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004770119,0.00001346688,0.9988903,0.00001014193,0.00005650617,0.00001461906,0.00002199168,0.00005214248,0.0000524528,0.000007095392,0.0001797641,0.000653689],"study_design_scores_gemma":[0.000004018864,0.00003043798,0.9994593,0.000006464755,0.00003386433,0.00004191401,0.00006270162,0.0001192471,0.0000266983,0.00001890229,0.0001942664,0.000002149505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958797,0.0006972479,0.00005259404,0.0001046191,0.00001296694,0.00001237726,0.002700316,0.000007562835,0.000532738],"genre_scores_gemma":[0.998392,0.0001727383,0.00002828156,0.00003256982,0.00001187235,0.000008258545,0.001238467,0.000001078347,0.0001147213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01838818,"threshold_uncertainty_score":0.03656232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587569296482425,"score_gpt":0.284355917155164,"score_spread":0.2684802241903397,"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."}}