{"id":"W4225264048","doi":"10.52609/jmlph.v2i2.50","title":"The Risk of Post-Traumatic Stress Disorder (PTSD) among Frontline Healthcare Workers in Saudi Arabia during the COVID-19 Pandemic: A Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"The Journal of Medicine Law & Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Marital status; Checklist; Cross-sectional study; Context (archaeology); Mental health; Pandemic; Health care; Psychiatry; Public health; Coronavirus disease 2019 (COVID-19); Environmental health; Psychology; Population; Nursing; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02949416,0.0002656985,0.0007136841,0.0002453804,0.002504864,0.00003421197,0.00119583,0.00007551992,0.0005265404],"category_scores_gemma":[0.0009026022,0.0001301941,0.0001482571,0.0008527864,0.0008802562,0.0001370769,0.000225067,0.002467125,0.000002155604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00232761,"about_ca_system_score_gemma":0.002897427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3736355,"about_ca_topic_score_gemma":0.3050513,"domain_scores_codex":[0.9874192,0.007384684,0.002431069,0.0002960252,0.001555592,0.0009133752],"domain_scores_gemma":[0.9923277,0.003638021,0.002406057,0.0007433313,0.0002351031,0.000649826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276679,0.0007753919,0.9308098,0.0002128105,0.0001715431,0.00001639193,0.06233006,0.0005973664,0.000001075152,0.0004934053,0.000883293,0.002432187],"study_design_scores_gemma":[0.004972393,0.002538496,0.7993485,0.00005824753,0.00002877761,0.0002915722,0.184175,0.00003347027,4.18621e-8,0.0002333717,0.008236927,0.00008316978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8775029,0.006729783,0.00007786755,0.1127002,0.001349384,0.001442694,0.00008901844,0.00002244132,0.00008574993],"genre_scores_gemma":[0.9864132,0.001004662,0.000004995195,0.01172895,0.0004658249,0.00008345128,0.00001125731,0.000034306,0.0002533726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314613,"threshold_uncertainty_score":0.9998342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09937887725861967,"score_gpt":0.4426283816230425,"score_spread":0.3432495043644228,"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."}}