{"id":"W4403781876","doi":"10.23749/mdl.v115i5.16053","title":"Factor Structure, Psychometric Properties, and Measurement Invariance of the Pandemic Experiences and Perceptions Scale Among Italian Hospital Workers","year":2024,"lang":"en","type":"article","venue":"La Medicina del lavoro","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Measurement invariance; Scale (ratio); Pandemic; Perception; Confirmatory factor analysis; Psychometrics; Psychology; Clinical psychology; Medicine; Coronavirus disease 2019 (COVID-19); Statistics; Geography; Structural equation modeling; Mathematics; Pathology; Cartography","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":[0.0002801313,0.000166876,0.0002016252,0.0001445769,0.0001468188,0.00003653994,0.0001650018,0.0001139934,0.0002357633],"category_scores_gemma":[0.00004441382,0.00010215,0.00004324465,0.0004903544,0.0005958459,0.0001081524,0.00005875372,0.0002480559,0.000003719509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533391,"about_ca_system_score_gemma":0.0001680564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791816,"about_ca_topic_score_gemma":0.0008411067,"domain_scores_codex":[0.998577,0.0001149583,0.0002688924,0.0003888697,0.000389763,0.000260542],"domain_scores_gemma":[0.9994174,0.00007293193,0.00006571277,0.0002563983,0.00003793864,0.0001495847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004402635,0.00008174099,0.8781175,0.0002963256,0.00005832191,0.000003323417,0.06681301,3.169893e-7,0.001162067,0.0001430029,0.003146579,0.05013378],"study_design_scores_gemma":[0.0004838746,0.0002436378,0.9657914,0.000434319,0.00004243873,0.00002176361,0.02868059,0.00004169352,0.00004431506,0.0001479716,0.003912029,0.0001559622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855541,0.0103844,0.00009500974,0.0004278087,0.002159121,0.0005256787,0.0000268958,0.00004839594,0.0007785826],"genre_scores_gemma":[0.9987577,0.0002678434,0.00002794971,0.000196926,0.0001672307,0.00007684674,0.000001781174,0.00001735891,0.000486358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08767391,"threshold_uncertainty_score":0.4165556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06967128232291359,"score_gpt":0.3362079928299293,"score_spread":0.2665367105070157,"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."}}