{"id":"W3152871567","doi":"10.1016/j.psychres.2021.113936","title":"COVID-19 as a traumatic stressor is an indicator of mental health symptomatology","year":2021,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Mental health; Coronavirus disease 2019 (COVID-19); Stressor; Anxiety; Pandemic; Clinical psychology; Psychology; Depression (economics); Psychiatry; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Traumatic stress; Medicine; Disease; Internal medicine; Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001359029,0.0004172038,0.0005166248,0.002133305,0.001627332,0.001814411,0.00060233,0.000748602,0.006069615],"category_scores_gemma":[0.008047948,0.0001919601,0.0006387073,0.002163839,0.0008498022,0.0006279636,0.002127861,0.001931952,0.000615785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012365,"about_ca_system_score_gemma":0.001246745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005640614,"about_ca_topic_score_gemma":0.01162744,"domain_scores_codex":[0.9980146,0.0004693921,0.0002872419,0.000191222,0.0006068629,0.0004306922],"domain_scores_gemma":[0.9867193,0.000974581,0.008060367,0.0003745324,0.001460282,0.00241089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060583,0.0000865937,0.9939198,0.00007883259,0.00006970899,0.0001721218,0.0002975403,0.00002124247,0.0003049634,0.0001399522,0.0008398335,0.003963355],"study_design_scores_gemma":[0.000003286973,0.00005944975,0.9971983,0.00005240711,0.00001830246,0.0004359713,0.001059897,0.0000232018,0.00007528697,0.00009008359,0.0009750042,0.000008754368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744459,0.001863594,0.0002261852,0.001037374,0.0002482084,0.0001720147,0.003429122,0.0000163758,0.01856118],"genre_scores_gemma":[0.9927664,0.001044925,0.0005795127,0.0002698732,0.0001201111,0.00007562787,0.003141754,0.000007520837,0.001994262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006069615,"threshold_uncertainty_score":0.02030486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1992454752459951,"score_gpt":0.558976392091002,"score_spread":0.3597309168450069,"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."}}