{"id":"W4251267959","doi":"10.21203/rs.3.rs-19902/v4","title":"Mental disorder and PTSD in Syria during wartime: a nationwide crisis","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychiatry; Psychology; Political science","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":[0.0008883904,0.0001944716,0.0002876357,0.0005172318,0.0002309898,0.00009891734,0.0002429692,0.0003130257,0.001500337],"category_scores_gemma":[0.0002243861,0.0001999907,0.00006373811,0.0004262077,0.00007410858,0.00006762826,0.0004651995,0.001515426,0.0003278274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504826,"about_ca_system_score_gemma":0.0001910491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006298095,"about_ca_topic_score_gemma":0.006046461,"domain_scores_codex":[0.9968407,0.0007050798,0.0004144997,0.000764915,0.0006267746,0.0006480535],"domain_scores_gemma":[0.9988512,0.0001897234,0.00006717889,0.0004311608,0.000156331,0.0003044085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001693373,0.001173927,0.6688688,0.007832742,0.0002906424,0.0004029761,0.2381467,0.00007638944,0.0002291544,0.009156729,0.06239552,0.009733025],"study_design_scores_gemma":[0.001990163,0.0001628965,0.9694445,0.0003176375,0.000008214731,0.00001024067,0.0176098,0.0004691207,0.00005929271,0.003921288,0.005700053,0.0003068615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98084,0.003256778,0.00002880648,0.01136477,0.0002769174,0.00142795,0.0001472515,0.00006453411,0.002592984],"genre_scores_gemma":[0.9975256,0.0005630499,0.00008667616,0.00009251319,0.0002173223,0.0005917271,0.0001990936,0.00003758145,0.0006864895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3005756,"threshold_uncertainty_score":0.9994124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07547435807857447,"score_gpt":0.4607282905856444,"score_spread":0.3852539325070699,"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."}}