{"id":"W3107044544","doi":"10.2196/24776","title":"Psychological Impacts of COVID-19 During the First Nationwide Lockdown in Vietnam: Web-Based, Cross-Sectional Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Cross-sectional study; Depression (economics); Clinical psychology; Mental health; Population; Medicine; DASS; Distress; Psychological distress; Psychology; Demography; Psychiatry; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000718384,0.0001755175,0.0002299062,0.0004214697,0.0006455591,0.0006709984,0.0002726852,0.0003658372,0.00198855],"category_scores_gemma":[0.001316235,0.0002745526,0.0002738156,0.0006786311,0.0002958262,0.0006340043,0.0005609174,0.0008356953,0.0002188845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007245064,"about_ca_system_score_gemma":0.001000233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02434217,"about_ca_topic_score_gemma":0.03737211,"domain_scores_codex":[0.9996297,0.00009431846,0.00004518218,0.00007130049,0.00005845575,0.0001009784],"domain_scores_gemma":[0.9988713,0.0001099479,0.0004715778,0.00003449577,0.0001418749,0.0003709112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002480378,0.0001264224,0.9963765,0.00005576482,0.00002344085,0.0001276595,0.001343278,0.00002182483,0.0001009054,0.00002018155,0.0003428686,0.001436392],"study_design_scores_gemma":[0.000002932091,0.0001462347,0.9940194,0.0000446765,0.000007877536,0.0001405545,0.005019511,0.00006949571,0.00002355778,0.000009019882,0.0005115109,0.000005255979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983696,0.0001416912,0.00003943594,0.0001121207,0.000008456474,0.00005754461,0.0007847258,0.000001659286,0.0004847261],"genre_scores_gemma":[0.9986354,0.0002205774,0.00008918697,0.0001547892,0.000009574192,0.00005334966,0.000558298,0.000001371448,0.0002774391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02434217,"threshold_uncertainty_score":0.048401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2502973864445894,"score_gpt":0.5652362310446443,"score_spread":0.3149388446000549,"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."}}