{"id":"W3040711942","doi":"10.1177/1363461520937931","title":"Prevalence and predictors of psychopathology in the war-afflicted Syrian population","year":2020,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; World Federation of Science Journalists","funders":"","keywords":"Psychopathology; Mental health; Psychological intervention; Stressor; Clinical psychology; Population; Distress; Psychology; Coping (psychology); Psychiatry; Suicide prevention; Poison control; Medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001802464,0.000139983,0.0001849497,0.00004303619,0.00006406943,0.000006590405,0.0001878723,0.0001367013,0.00017161],"category_scores_gemma":[0.00001263801,0.00009220514,0.0000645195,0.0003017352,0.00006589298,0.00009142928,0.00000330132,0.0002380594,0.00001436705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000506215,"about_ca_system_score_gemma":0.00001383704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002709012,"about_ca_topic_score_gemma":0.0009776192,"domain_scores_codex":[0.9986345,0.0002625909,0.0004277115,0.0003029432,0.0001468096,0.0002253984],"domain_scores_gemma":[0.9995615,0.0000329626,0.00009934777,0.0001874386,0.00002530119,0.00009347936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002468051,0.0001054667,0.9272329,0.0002541777,0.00001760569,0.000001296397,0.06654936,0.000002981159,0.0001356934,0.002816854,0.002077272,0.000559613],"study_design_scores_gemma":[0.001142261,0.0002824065,0.9952016,0.00002745827,0.00003573649,0.00002579028,0.002560332,0.00001450223,0.000002471425,0.0002921286,0.0003190907,0.00009615738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846562,0.001908414,0.00004171715,0.01096573,0.0008246665,0.0005256074,0.00003407309,0.00004498658,0.0009986699],"genre_scores_gemma":[0.9980856,0.0001279417,0.0001770353,0.001238078,0.0002536843,0.00003454426,0.00003691506,0.000009559797,0.0000366848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06796879,"threshold_uncertainty_score":0.3760017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953029634793207,"score_gpt":0.2960903851455133,"score_spread":0.2765600887975812,"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."}}