{"id":"W4411333830","doi":"10.3386/w33912","title":"Wildfire, Smoke and Mental Health in Canada","year":2025,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Smoke; Mental health; Environmental health; Environmental science; Psychology; Geography; Meteorology; Medicine; Psychiatry","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":[0.0008193736,0.0004606094,0.0006674388,0.00270846,0.00516213,0.00218408,0.001859867,0.001364376,0.009685371],"category_scores_gemma":[0.002074161,0.0005505232,0.001459103,0.006579036,0.0006844971,0.0006540405,0.00148399,0.002219595,0.0006347207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0577692,"about_ca_system_score_gemma":0.1674444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993729,"about_ca_topic_score_gemma":0.9997655,"domain_scores_codex":[0.9987686,0.00008047355,0.00008436115,0.00007696686,0.0004534876,0.0005360207],"domain_scores_gemma":[0.995584,0.0001908689,0.0002629947,0.00005014228,0.002251703,0.001660413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004019451,0.000524548,0.8517017,0.0003512438,0.0003410759,0.0004068945,0.001287989,0.0007050071,0.0001308855,0.00160621,0.1092371,0.03330541],"study_design_scores_gemma":[0.0001044129,0.00005452647,0.9797195,0.0002478169,0.0001433669,0.00008689273,0.004744915,0.0006986407,0.00007285719,0.0001968388,0.01388571,0.00004463505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.735144,0.01856312,0.0002912081,0.03002526,0.001382525,0.0004727959,0.1666913,0.0001319374,0.0472977],"genre_scores_gemma":[0.8828334,0.0175898,0.0006284424,0.004286372,0.0003928243,0.0002348013,0.03184365,0.0000526226,0.06213804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0577692,"threshold_uncertainty_score":0.4191468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2289933667433777,"score_gpt":0.4774198671780947,"score_spread":0.248426500434717,"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."}}