{"id":"W6920571438","doi":"10.60692/t859m-wh667","title":"Pollution and health: a progress update","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Pollution; Air pollution; Hazardous waste; Industrialisation; Climate change; Environmental pollution; Years of potential life lost","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":[0.007798949,0.002054589,0.003362374,0.008883761,0.001506472,0.00733392,0.002838544,0.007160758,0.01949569],"category_scores_gemma":[0.02055907,0.001009091,0.00202955,0.01118511,0.00308034,0.01220258,0.005335461,0.01137995,0.0107681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005093099,"about_ca_system_score_gemma":0.01335145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109733,"about_ca_topic_score_gemma":0.01465727,"domain_scores_codex":[0.996561,0.0007798655,0.00062738,0.0004280017,0.001252714,0.0003510056],"domain_scores_gemma":[0.9802296,0.0101927,0.001108736,0.000703063,0.005826596,0.001939327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000582045,0.00008152938,0.0006039001,0.006274479,0.00007520701,0.0001286258,0.0003260617,0.0001387585,0.0001064394,0.009489648,0.4531253,0.5295918],"study_design_scores_gemma":[0.000008419558,0.00002544425,0.0005976602,0.006757864,0.00004364776,0.000183731,0.0001705091,0.00002605417,0.00002529118,0.002789471,0.9893565,0.00001543779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000113129,0.9277062,0.00031295,0.05168467,0.01351407,0.00002035431,0.000359881,0.00008815719,0.006200629],"genre_scores_gemma":[0.001002076,0.96723,0.0006023991,0.01598421,0.01196326,0.00003428684,0.0004744833,0.00003600066,0.002673289],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01949569,"threshold_uncertainty_score":0.06521958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0650985628359065,"score_gpt":0.2724749253690084,"score_spread":0.2073763625331019,"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."}}