{"id":"W4293092856","doi":"10.2147/nss.s368147","title":"Has the COVID-19 Pandemic Traumatized Us Collectively? The Impact of the COVID-19 Pandemic on Mental Health and Sleep Factors via Traumatization: A Multinational Survey","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Toronto; University Health Network","funders":"","keywords":"Nightmare; Mental health; Pandemic; Medicine; Psychiatry; Logistic regression; Clinical psychology; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine","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":[0.00116058,0.0001995586,0.0002348282,0.0003992698,0.000738514,0.0007564483,0.0003760665,0.0004712885,0.001897083],"category_scores_gemma":[0.002785503,0.0003165926,0.0003720218,0.0008098503,0.0004536843,0.001151048,0.001201812,0.0008047064,0.0003182109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005333358,"about_ca_system_score_gemma":0.0005842258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0182934,"about_ca_topic_score_gemma":0.02597572,"domain_scores_codex":[0.9993617,0.0002934227,0.00006588578,0.00006544991,0.0000722137,0.0001414205],"domain_scores_gemma":[0.9988385,0.0001693221,0.0005585692,0.00009192362,0.00009113384,0.0002506445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003391607,0.00005304842,0.9952674,0.00002787206,0.00001992215,0.00007483617,0.002289412,0.00001166277,0.0001319668,0.0000176194,0.0003368274,0.001735634],"study_design_scores_gemma":[0.000001746761,0.00008877181,0.9921835,0.00003033987,0.000006950871,0.00009266953,0.007149622,0.00003650797,0.00002521486,0.00001022443,0.0003704108,0.000003911066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99888,0.0001249311,0.00003975164,0.0002521483,0.000006683537,0.00002329615,0.000297871,9.590049e-7,0.0003744951],"genre_scores_gemma":[0.9986174,0.0003872877,0.0000714088,0.0002406747,0.00001544685,0.00004174408,0.0003415349,0.000001775094,0.0002826655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0182934,"threshold_uncertainty_score":0.03637385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520024270961677,"score_gpt":0.4420814961587787,"score_spread":0.2900790690626111,"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."}}