{"id":"W4285270610","doi":"10.4103/jnsm.jnsm_62_21","title":"Depression, Anxiety, and Stress among the Community during COVID-19 Lockdown in Saudi Arabia","year":2022,"lang":"en","type":"article","venue":"Journal of Nature and Science of Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychosocial; Coping (psychology); Quarter (Canadian coin); Depression (economics); Social support; Population; Medicine; Perceived Stress Scale; Clinical psychology; Coronavirus disease 2019 (COVID-19); Cross-sectional study; Psychology; Psychiatry; Gerontology; Stress (linguistics); Disease; Environmental health; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002662255,0.0002514964,0.0002098511,0.0004703045,0.0009239775,0.0005766252,0.0002254643,0.0003591062,0.001357019],"category_scores_gemma":[0.0005503936,0.0001925426,0.000244973,0.0003740799,0.0002523727,0.000364117,0.0006701177,0.0004043142,0.0001417479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006147109,"about_ca_system_score_gemma":0.0005079051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02839199,"about_ca_topic_score_gemma":0.05432692,"domain_scores_codex":[0.9997957,0.00004266677,0.00002143972,0.00002410247,0.00003454143,0.00008155293],"domain_scores_gemma":[0.9995587,0.00002353842,0.0001573584,0.00001024789,0.00007577051,0.0001743133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007839719,0.0001235898,0.991354,0.00006457054,0.00002771675,0.0004299204,0.00229101,0.00001623782,0.000713392,0.0000229847,0.0003064984,0.004571584],"study_design_scores_gemma":[0.000006284489,0.0001904185,0.9888538,0.00005946828,0.00001267456,0.0004613807,0.009819755,0.00006153331,0.00006815828,0.00001545552,0.000443026,0.000008017077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993904,0.0001943555,0.00001227845,0.00008514155,0.000006221635,0.000009844671,0.00009047589,7.246006e-7,0.0002105867],"genre_scores_gemma":[0.9992648,0.0002834022,0.00003821886,0.00009111849,0.000008590117,0.00001009089,0.0001195397,3.73504e-7,0.000183896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02839199,"threshold_uncertainty_score":0.05645347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025995152137119,"score_gpt":0.3955331592266004,"score_spread":0.3652732077052293,"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."}}