{"id":"W4389453188","doi":"10.23749/mdl.v114i6.14849","title":"Cross-Sectional Study of the Psychological Well-Being of Healthcare Workers in a Large European University Hospital after the COVID-19 Initial Wave","year":2023,"lang":"en","type":"article","venue":"La Medicina del lavoro","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada); Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Cross-sectional study; Coronavirus disease 2019 (COVID-19); Health care; 2019-20 coronavirus outbreak; University hospital; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Family medicine; Psychology; Nursing; Virology; Political science; Internal medicine; Pathology","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":[0.001695241,0.0001557124,0.0002434214,0.000159372,0.0002304876,0.000007742496,0.000391674,0.0001233098,0.0004129841],"category_scores_gemma":[0.0001086057,0.000103776,0.0001107909,0.0007986046,0.0003837093,0.00004126866,0.0002629001,0.0005484271,0.00004300931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631352,"about_ca_system_score_gemma":0.0002064648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007924755,"about_ca_topic_score_gemma":0.003539869,"domain_scores_codex":[0.9969504,0.001359404,0.0004492496,0.0004203249,0.0004085423,0.0004120272],"domain_scores_gemma":[0.9985015,0.0006171329,0.0001862872,0.0004785625,0.00005177853,0.0001647237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001076437,0.0008321537,0.9709295,0.00007010074,0.00003222624,0.0005911941,0.02404241,0.000007552132,0.000002396749,0.0007241537,0.0009284309,0.0007634202],"study_design_scores_gemma":[0.003349812,0.0007895943,0.9651377,0.00003423356,0.00001552269,0.00003126457,0.02535261,0.00001603088,6.344826e-7,0.0001384337,0.00504161,0.0000925401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881133,0.00005631639,0.00003251186,0.00323671,0.001080119,0.0007931653,0.00005010874,0.00005173806,0.006585961],"genre_scores_gemma":[0.9969671,0.00001444649,0.000003531233,0.002216501,0.0001390572,0.00001393026,0.00001144275,0.00001801999,0.0006159935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008853707,"threshold_uncertainty_score":0.9986815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879751286873728,"score_gpt":0.4189585723653533,"score_spread":0.350161059496616,"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."}}