{"id":"W7161829998","doi":"10.82308/32066","title":"The association between exposure to ambient air pollution and risk of Leukemia in Canada","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Air pollution; Pollution; Air pollutants; Atmospheric pollution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005605758,0.0002371735,0.0003221971,0.001675864,0.001880803,0.001393516,0.0008131651,0.0004617594,0.003685339],"category_scores_gemma":[0.002352595,0.0002705942,0.0006077503,0.004313651,0.0005518434,0.0002706904,0.0006964994,0.0006235042,0.000241494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02523645,"about_ca_system_score_gemma":0.04614002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960731,"about_ca_topic_score_gemma":0.9972791,"domain_scores_codex":[0.9989637,0.00006662851,0.00007824715,0.0001730159,0.0004457967,0.0002726295],"domain_scores_gemma":[0.9975662,0.0001598567,0.0002992449,0.00006097859,0.001389194,0.0005245698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001167154,0.00002075581,0.9896334,0.00005072017,0.00008263524,0.00008116409,0.0003288663,0.000127322,0.0002886284,0.0001958715,0.001309566,0.007764258],"study_design_scores_gemma":[0.00001242298,0.00001958895,0.9962345,0.00004636924,0.00006402257,0.00005871199,0.000477671,0.0002610593,0.00009211069,0.00007129325,0.002651663,0.00001062761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756101,0.005415963,0.0003857869,0.001872428,0.00005511671,0.00005538823,0.008375773,0.00003283786,0.008196509],"genre_scores_gemma":[0.9905971,0.002923515,0.000235781,0.0002209921,0.00001519489,0.00001543871,0.00179204,0.00001070474,0.004189195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02523645,"threshold_uncertainty_score":0.183104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044661984109983,"score_gpt":0.2543382601873886,"score_spread":0.2438916403462888,"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."}}