{"id":"W3199006921","doi":"10.3390/bs11090126","title":"The Impact of Wildfires on Mental Health: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Behavioral Sciences","topic":"Resilience and Mental Health","field":"Psychology","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Mental health; Anxiety; Depression (economics); Grief; Population; Psychiatry; Medicine; Natural disaster; Psychology; Environmental health; Clinical psychology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00145374,0.0002826755,0.001400805,0.0000863137,0.0006140424,0.00005253622,0.0006657284,0.00008883754,0.000370201],"category_scores_gemma":[0.00001849163,0.0001397359,0.0006839667,0.0008338536,0.0005397442,0.000072116,0.00008859214,0.0002374796,0.00008084167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349146,"about_ca_system_score_gemma":0.002126405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604938,"about_ca_topic_score_gemma":0.0001467622,"domain_scores_codex":[0.9968646,0.000624301,0.0008992886,0.0005181337,0.000500369,0.0005933252],"domain_scores_gemma":[0.9984294,0.0001612779,0.0007774043,0.0004454562,0.0000201616,0.0001662654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001527362,0.0001364542,0.00006015973,0.006085293,0.00000771004,0.000003428776,0.00009753448,2.436871e-8,3.955046e-8,0.0001129625,0.00483297,0.9886619],"study_design_scores_gemma":[0.00008690935,0.00222613,0.000216224,0.8036987,0.00008716573,0.0001163613,0.0002762082,8.264996e-8,3.220956e-7,0.000005011203,0.1930257,0.0002612762],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004060449,0.9955364,6.790772e-8,0.0001889508,0.0007035705,0.002027553,0.00004672316,0.00001352472,0.001077148],"genre_scores_gemma":[0.00006175134,0.9993062,0.00001449184,0.0001215423,0.00005317601,0.0001676696,0.00002577159,0.00001205721,0.0002373603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884006,"threshold_uncertainty_score":0.5698266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3649288201865917,"score_gpt":0.661147131264345,"score_spread":0.2962183110777533,"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."}}