{"id":"W3112273523","doi":"10.2196/27107","title":"An Acute Stress Scale for Health Care Professionals Caring for Patients With COVID-19: Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Scale (ratio); Perceived Stress Scale; Health care; Construct validity; Confirmatory factor analysis; Psychology; Workforce; Burnout; Population; Medicine; Nursing; Clinical psychology; Psychometrics; Stress (linguistics); Environmental health; Statistics; Structural equation modeling","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001215337,0.0001622008,0.0002956214,0.0002348803,0.001186797,0.00006789943,0.0002456,0.00008436593,0.00009851176],"category_scores_gemma":[0.00007325142,0.0001310012,0.00005769597,0.0004326515,0.00006873081,0.0003503323,0.0001153101,0.0003090455,0.00001372614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395775,"about_ca_system_score_gemma":0.00220239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004875988,"about_ca_topic_score_gemma":0.001194223,"domain_scores_codex":[0.9966806,0.0008957791,0.0003833793,0.0005124481,0.0007244239,0.0008034027],"domain_scores_gemma":[0.9971363,0.0006846522,0.0001501017,0.0004590658,0.001036471,0.0005334255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005424949,0.01143166,0.2498786,0.003890541,0.00025449,0.00001018335,0.6818021,0.00001787,0.0000236976,0.001057751,0.01470792,0.03150024],"study_design_scores_gemma":[0.01893686,0.02711328,0.3625961,0.0003099178,0.00003662689,0.000003213024,0.5769886,0.0001284973,0.0009130582,0.0002665183,0.01221966,0.0004876419],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853745,0.00007060699,0.002255581,0.001492062,0.0002934318,0.008516543,0.001759226,0.00005059956,0.000187513],"genre_scores_gemma":[0.9905797,0.000003461624,0.000350837,0.0008358401,0.00009014334,0.005553333,0.002123907,0.00003496173,0.0004278487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1127175,"threshold_uncertainty_score":0.9128001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447535821444968,"score_gpt":0.5981378670467175,"score_spread":0.4533842849022207,"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."}}