{"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 œMedicina 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006579797,0.0003648594,0.0002827141,0.000983746,0.0004356339,0.0008543118,0.0003747785,0.0002874339,0.001421943],"category_scores_gemma":[0.01246206,0.000159942,0.0006651626,0.0007599352,0.0009023194,0.0003755171,0.00103708,0.0005214511,0.000171187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008440064,"about_ca_system_score_gemma":0.001187669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003884383,"about_ca_topic_score_gemma":0.004801101,"domain_scores_codex":[0.9985254,0.0006870163,0.0001275445,0.000130834,0.0003697937,0.00015934],"domain_scores_gemma":[0.9952717,0.002190777,0.00114751,0.0004458335,0.0006056449,0.0003384795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001928601,0.0001953768,0.9589764,0.0001052199,0.00009975085,0.00007439405,0.005167996,0.0003313307,0.0009616652,0.0004125418,0.0008116477,0.03267071],"study_design_scores_gemma":[0.0000215541,0.0001591248,0.9963049,0.00005717484,0.00002395456,0.0000583435,0.001759378,0.000616912,0.0001777596,0.0001772793,0.0006351185,0.000008477049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970196,0.0001177898,0.0005565872,0.0002023414,0.00001502933,0.00009592632,0.0001455423,0.0000101369,0.001837154],"genre_scores_gemma":[0.9984754,0.00007165075,0.000967003,0.00003248339,0.00001126394,0.00009691915,0.0002081979,0.000003258493,0.0001337603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006579797,"threshold_uncertainty_score":0.03479773,"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."}}