{"id":"W4382516181","doi":"10.1101/2023.06.24.23291803","title":"STRESS, ANXIETY AND PTSD PREVALENCE AMONG UKRAINIANS GREW DRAMATICALLY DURING THE FIRST YEAR OF RUSSIAN INVASION: RESULTS OF NATIONWIDE SURVEY","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Ministry of Education and Science of Ukraine","keywords":"Refugee; Anxiety; Internally displaced person; Mental health; Psychiatry; Posttraumatic stress; Psychology; Pandemic; Clinical psychology; Medicine; Coronavirus disease 2019 (COVID-19); Political science; Disease; Internal medicine; Law","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":[0.0003723667,0.0001479298,0.0001727573,0.0006829352,0.0003467309,0.0003951802,0.0002440542,0.0002207526,0.0007683398],"category_scores_gemma":[0.0007247229,0.0001707715,0.000334335,0.0006396899,0.0002078258,0.0002720869,0.000533671,0.000242404,0.0001368954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000381234,"about_ca_system_score_gemma":0.0006407452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02266235,"about_ca_topic_score_gemma":0.03165261,"domain_scores_codex":[0.9997413,0.00005643675,0.00003442889,0.00004832929,0.00004515568,0.0000743038],"domain_scores_gemma":[0.9996017,0.00004212171,0.0001870148,0.00002395422,0.00007696629,0.0000683849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000154373,0.00001865562,0.9981243,0.00001279827,0.00001356426,0.00003827337,0.0004346906,0.00001754119,0.0001580674,0.000006461737,0.00006858521,0.001091763],"study_design_scores_gemma":[3.987001e-7,0.00001803806,0.9988808,0.000003798933,0.000003996032,0.0000424285,0.0009384752,0.00001509301,0.000026241,0.000001827439,0.00006793946,9.367851e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994831,0.00005406357,0.00001929213,0.00001468228,0.000001291466,0.000004770867,0.0002708773,0.000001463999,0.0001505177],"genre_scores_gemma":[0.9993365,0.00007449555,0.00003765412,0.00001403974,0.000001912592,0.000007730846,0.0004202797,5.55046e-7,0.0001067101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02266235,"threshold_uncertainty_score":0.04506087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04315685136560628,"score_gpt":0.3081607713532282,"score_spread":0.2650039199876219,"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."}}