{"id":"W4408054841","doi":"10.3390/covid5030033","title":"COVID-19 Stigma and Resource Loss: Predicting Post-Traumatic Stress and Vaccine Support in Vietnam","year":2025,"lang":"en","type":"article","venue":"COVID","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Stigma (botany); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Traumatic stress; Psychology; Virology; Medicine; Clinical psychology; Psychiatry; Internal medicine; Infectious disease (medical specialty); Outbreak","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":[0.0005146303,0.0001482742,0.0002442804,0.0002347219,0.000192147,0.00003458421,0.0001104471,0.0001366967,0.0005894004],"category_scores_gemma":[0.0006247563,0.0001457406,0.00002078168,0.0002454788,0.00005494002,0.00006630582,0.00005001518,0.0002157661,0.00001523587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006927191,"about_ca_system_score_gemma":0.0002847309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377066,"about_ca_topic_score_gemma":0.007725156,"domain_scores_codex":[0.9985833,0.0001681898,0.0004241579,0.0003949606,0.000100974,0.0003284876],"domain_scores_gemma":[0.9987823,0.0004282483,0.00009318263,0.0002871859,0.00003216387,0.0003768829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002606837,0.0001147221,0.9534153,0.001156373,0.00003009972,0.00006455823,0.02853739,0.00001268911,0.000009860652,0.001704031,0.00866397,0.006030319],"study_design_scores_gemma":[0.003685505,0.0002678602,0.9421486,0.0001456934,0.00004023984,0.00005722504,0.01301951,0.0001715066,0.00001024735,0.0005280072,0.03974039,0.0001851821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872529,0.002009765,0.0003238095,0.005892233,0.0001720121,0.0005304019,0.00007977215,0.0000808511,0.003658275],"genre_scores_gemma":[0.990023,0.00007094751,0.00006247243,0.008584356,0.00005765542,0.00005850449,0.00007292484,0.00001244573,0.001057674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107642,"threshold_uncertainty_score":0.6453521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123077899764205,"score_gpt":0.3469755035581337,"score_spread":0.3257447245604917,"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."}}