{"id":"W4307348793","doi":"10.21203/rs.3.rs-2181404/v1","title":"Depression, anxiety and post-traumatic stress during the Russo- Ukrainian war in 2022: A Comparison of the Populations in Poland, Ukraine and Taiwan","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Ukrainian; Anxiety; Mental health; China; Coping (psychology); Snowball sampling; Depression (economics); Psychology; Demography; Medicine; Clinical psychology; Political science; Psychiatry; Sociology; 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":[0.0003950111,0.0002533297,0.0003072699,0.000789659,0.0004735658,0.0006789064,0.0002916021,0.0004111681,0.0007767333],"category_scores_gemma":[0.0005772095,0.0002418283,0.0004837762,0.0008876303,0.0003230482,0.0004380479,0.0006665476,0.0004414391,0.0001553491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004539709,"about_ca_system_score_gemma":0.0003583118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497468,"about_ca_topic_score_gemma":0.0191007,"domain_scores_codex":[0.9997815,0.00004572747,0.0000323962,0.00004325375,0.00003169482,0.00006533818],"domain_scores_gemma":[0.9996769,0.00002777872,0.000135752,0.00001272596,0.00003652325,0.0001103329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005870746,0.00005556631,0.9977139,0.00001109071,0.00004932738,0.0001643804,0.0008912945,0.0000183259,0.0001449935,0.000009730856,0.00004006568,0.0008426005],"study_design_scores_gemma":[0.00000200824,0.00005278407,0.9974686,0.000004039762,0.000007067179,0.000110959,0.002264205,0.0000230239,0.00001142387,0.000002723993,0.00005159896,0.000001631303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997581,0.00006036206,0.000008523971,0.00001039495,0.000001461599,0.000004790351,0.00006203963,3.268978e-7,0.00009399158],"genre_scores_gemma":[0.9996353,0.00007491321,0.00001161785,0.0000147262,0.000002390308,0.000008960974,0.0001677238,4.042378e-7,0.00008390241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497468,"threshold_uncertainty_score":0.02977502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08228375421591186,"score_gpt":0.4473761945099946,"score_spread":0.3650924402940827,"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."}}