{"id":"W3024770785","doi":"","title":"An online survey of factors associated with self-perceived stress during the initial stage of the COVID-19 outbreak in Nepal","year":2020,"lang":"en","type":"article","venue":"Ethiopian Journal of Health Development","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Coronavirus disease 2019 (COVID-19); Perceived Stress Scale; Affect (linguistics); Pandemic; Intervention (counseling); Psychology; Quarter (Canadian coin); Stress (linguistics); China; Medicine; Disease; Environmental health; Scale (ratio); Gerontology; Geography; Psychiatry; Infectious disease (medical specialty); Virology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002960664,0.0002044868,0.0006077944,0.0001378398,0.0002257486,0.00001007083,0.0005428784,0.0001181075,0.0001247386],"category_scores_gemma":[0.0004586523,0.0001195869,0.00006440024,0.0005137562,0.0001106178,0.00007824282,0.00006705053,0.0008562028,7.589738e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079475,"about_ca_system_score_gemma":0.008212044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00513053,"about_ca_topic_score_gemma":0.02588245,"domain_scores_codex":[0.9947696,0.002396488,0.001537704,0.0002201039,0.0006389908,0.0004371433],"domain_scores_gemma":[0.9968274,0.0006497297,0.001614443,0.000230905,0.0002074443,0.0004701322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006108682,0.0005996436,0.8932161,0.0004535554,0.0001197546,0.00002136413,0.1041602,0.0001656349,0.0000462334,0.00002009028,0.00003520874,0.0005514028],"study_design_scores_gemma":[0.002875611,0.0006677594,0.986601,0.0002323517,0.000008330442,0.000007117988,0.008858744,0.000008390813,0.000146077,0.000002196544,0.0004797765,0.0001126437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933913,0.0001239533,0.00006273282,0.005274411,0.0003826421,0.0004819404,0.0002505577,0.00001289043,0.00001954538],"genre_scores_gemma":[0.9949222,0.00003284203,0.0001787537,0.004730643,0.00003961088,0.000003444333,0.00003138263,0.00002240002,0.00003872259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09530143,"threshold_uncertainty_score":0.9974105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2566382665840175,"score_gpt":0.4424971414990509,"score_spread":0.1858588749150334,"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."}}