{"id":"W4255219809","doi":"10.21203/rs.3.rs-19902/v1","title":"Mental disorder and PTSD in Syria during wartime: a national-wide crisis","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Political science; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001083986,0.0001991006,0.0002866235,0.0005243135,0.0002232137,0.00009160092,0.0002491018,0.0003058633,0.002063359],"category_scores_gemma":[0.0005368728,0.0002054603,0.00006937852,0.0004062786,0.00007948218,0.00006647164,0.0004780568,0.00148952,0.0003804882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002526223,"about_ca_system_score_gemma":0.0003692055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004402297,"about_ca_topic_score_gemma":0.003759195,"domain_scores_codex":[0.9965987,0.0006658245,0.0004185963,0.0007817351,0.0008956663,0.0006394828],"domain_scores_gemma":[0.9986514,0.0003255975,0.00006765716,0.0003393834,0.0002395231,0.0003764583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001728378,0.001260321,0.6354213,0.006953614,0.0003343505,0.0003284704,0.148724,0.000113825,0.0001380099,0.01210641,0.1891294,0.003761949],"study_design_scores_gemma":[0.002008847,0.0001476348,0.966351,0.0003262227,0.000006813906,0.000009797723,0.01171252,0.0004199801,0.0000399546,0.008320605,0.01033324,0.0003233593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724446,0.003240048,0.0000199133,0.01753928,0.0002525799,0.001426644,0.0002327751,0.00006199018,0.004782178],"genre_scores_gemma":[0.9973089,0.000493938,0.00008450424,0.0002090336,0.0002204011,0.0006266396,0.0002564203,0.00003743986,0.0007627078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3309298,"threshold_uncertainty_score":0.9988489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08610336397118444,"score_gpt":0.4670524558526084,"score_spread":0.3809490918814239,"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."}}