{"id":"W3041440210","doi":"10.1503/cmaj.200736","title":"Disasters, pandemics and mental health","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; Western University","funders":"","keywords":"Pandemic; Population; Mental health; Coronavirus disease 2019 (COVID-19); Nuclear power plant; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Phase (matter); Fukushima Nuclear Accident; Medical emergency; Suicide prevention; Poison control; Environmental health; Medicine; Psychiatry; Chemistry; Pathology; Disease; Physics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004284406,0.0001535753,0.0001224959,0.0006316684,0.001425195,0.001638843,0.0001974407,0.0009347653,0.01202323],"category_scores_gemma":[0.001402889,0.0000731071,0.0001215202,0.0007212575,0.001028054,0.001002374,0.001511565,0.001299543,0.0006178342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009874259,"about_ca_system_score_gemma":0.002884213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018486,"about_ca_topic_score_gemma":0.05629454,"domain_scores_codex":[0.999725,0.00009969372,0.00001348673,0.00001897713,0.00006824172,0.00007455108],"domain_scores_gemma":[0.9994229,0.00007732771,0.0001195573,0.000008333524,0.00006575134,0.0003062451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001310987,0.0003039883,0.1539629,0.001267474,0.0001207063,0.001599356,0.009546984,0.0002468837,0.0004208657,0.0604786,0.393108,0.3788132],"study_design_scores_gemma":[0.00001986302,0.000211722,0.3777136,0.002255806,0.00004596221,0.002208505,0.03935215,0.0001328227,0.00006742388,0.02428728,0.5536594,0.00004545716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1188675,0.1705652,0.0005015429,0.5331657,0.009017817,0.00006767308,0.001137749,0.00006253558,0.1666143],"genre_scores_gemma":[0.7414441,0.1918801,0.0007481726,0.03457413,0.01025328,0.00006573147,0.0006250152,0.00001683434,0.02039277],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9798151,"threshold_uncertainty_score":0.04022175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04026418263265037,"score_gpt":0.3510144115294154,"score_spread":0.3107502288967651,"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."}}