{"id":"W4409901001","doi":"10.1177/10519815251331802","title":"Perceived stress and performance of daily activities among emergency healthcare workers during the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"Work","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Emergency department; Coronavirus disease 2019 (COVID-19); Health care; Activities of daily living; Personal protective equipment; Job satisfaction; Scale (ratio); Psychology; Physical therapy; Nursing","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":[0.0007996186,0.0002925701,0.000231037,0.0003836321,0.0005129268,0.0006270694,0.0002204783,0.0004592251,0.001042757],"category_scores_gemma":[0.002879231,0.0001769487,0.0002973381,0.0003263322,0.0003177525,0.0002638248,0.0005239163,0.0004979446,0.0001377033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535965,"about_ca_system_score_gemma":0.0003557907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008179596,"about_ca_topic_score_gemma":0.01164315,"domain_scores_codex":[0.9994512,0.0001708022,0.00004808892,0.00005221596,0.0001118152,0.0001658833],"domain_scores_gemma":[0.9982954,0.0002173916,0.0007079166,0.00005779993,0.0002347461,0.0004866474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008025738,0.0001046998,0.995401,0.00002386038,0.00003209856,0.00006670249,0.0009393784,0.00004337765,0.0002731124,0.000007834102,0.0001331459,0.00289464],"study_design_scores_gemma":[0.000002362425,0.0001136732,0.9981907,0.00001079472,0.000004616858,0.00003814808,0.001442911,0.00006537246,0.0000309722,0.00000842295,0.00008799596,0.000003946403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995455,0.0001117348,0.00002319645,0.00005582531,0.000007503714,0.000005693177,0.0000612296,8.106074e-7,0.0001883666],"genre_scores_gemma":[0.9997503,0.00006701899,0.00002148535,0.00001954024,0.000009389772,0.000006741569,0.00005620233,3.583421e-7,0.00006890731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008179596,"threshold_uncertainty_score":0.01626396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04734563124272178,"score_gpt":0.383039411788646,"score_spread":0.3356937805459242,"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."}}