{"id":"W4402393279","doi":"10.3390/healthcare12181812","title":"Impact of Natural Disasters on Mental Health: Evidence and Implications","year":2024,"lang":"en","type":"review","venue":"Healthcare","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Context (archaeology); Natural disaster; Disaster research; Psychology; Psychopathology; Scale (ratio); Poison control; Suicide prevention; Psychiatry; Medicine; Geography; Environmental health","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":[0.009116066,0.000656954,0.001326183,0.003950668,0.0008571959,0.003423161,0.001305832,0.001829706,0.005158694],"category_scores_gemma":[0.06386267,0.000619386,0.001497112,0.005035124,0.002460694,0.002696739,0.002851998,0.0029189,0.0004266015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002294589,"about_ca_system_score_gemma":0.004629149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007474597,"about_ca_topic_score_gemma":0.0163158,"domain_scores_codex":[0.9946923,0.002503059,0.001055898,0.0004347488,0.001098162,0.0002158988],"domain_scores_gemma":[0.8983505,0.08373182,0.01081778,0.0009088623,0.005014698,0.001176332],"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":[0.0007133526,0.0003378362,0.07190927,0.2726064,0.006109232,0.0006919406,0.002777635,0.0005023904,0.0001511446,0.007884772,0.01275055,0.6235656],"study_design_scores_gemma":[0.0002627881,0.0007742108,0.2309173,0.6464747,0.01198533,0.002045145,0.01751755,0.0004081378,0.0003909616,0.01641944,0.07266981,0.0001345299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007307479,0.979756,0.000151052,0.009385549,0.000468018,0.00006655369,0.0002533805,0.000004012189,0.002607899],"genre_scores_gemma":[0.083777,0.9118288,0.0003787765,0.003102394,0.0006175307,0.00007997041,0.0001179258,0.000003615185,0.00009389599],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009116066,"threshold_uncertainty_score":0.04821098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4150781686661329,"score_gpt":0.6236857267906168,"score_spread":0.2086075581244839,"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."}}