{"id":"W3174782601","doi":"10.1186/s12888-021-03273-4","title":"A national survey on depressive and anxiety disorders in Afghanistan: A highly traumatized population","year":2021,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Commission","keywords":"Population; Psychiatry; Anxiety; Mental health; Generalized anxiety disorder; Distress; Psychology; Anxiety disorder; Checklist; Poison control; Medicine; Clinical psychology; Demography; 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":[0.0005148507,0.0001962365,0.0002567882,0.0002063509,0.00010122,0.0000640889,0.0001641535,0.000164094,0.0005619702],"category_scores_gemma":[0.0003253292,0.0002045126,0.00006975573,0.0005132777,0.00005692554,0.00008677914,0.00004701611,0.0002734583,0.00006934602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006840074,"about_ca_system_score_gemma":0.0001953167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076164,"about_ca_topic_score_gemma":0.06353092,"domain_scores_codex":[0.9974304,0.0007374012,0.0003916982,0.0005733634,0.0004962161,0.0003708581],"domain_scores_gemma":[0.9990509,0.0003162244,0.0001075828,0.0003458748,0.00008300248,0.00009647265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003755258,0.000620268,0.9681633,0.00005055977,0.00004498337,8.524993e-7,0.0004660609,0.00003441637,0.00001052942,0.02561911,0.001974094,0.002640378],"study_design_scores_gemma":[0.003229174,0.00005620411,0.9795896,0.00006755252,0.000006524007,0.000009488355,0.0004455759,0.0002092519,0.000005407981,0.01601912,0.0001567468,0.0002053294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695958,0.001105768,0.000217308,0.0006212177,0.0007813452,0.0004529461,0.0001714971,0.00005146383,0.02700264],"genre_scores_gemma":[0.9976526,0.00005766414,0.001167157,0.0001681169,0.00005957863,0.0001268897,0.0002869424,0.00003359689,0.0004474455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06145476,"threshold_uncertainty_score":0.9535572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05812988398990476,"score_gpt":0.3727930342707547,"score_spread":0.3146631502808499,"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."}}