{"id":"W4220698622","doi":"10.3390/ijerph19073806","title":"Workplace Factors, Burnout Signs, and Clinical Mental Health Symptoms among Mental Health Workers in Lombardy and Quebec during the First Wave of COVID-19","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Burnout; Mental health; Context (archaeology); Stressor; Anxiety; Pandemic; Psychological intervention; Health care; Mental distress; Medicine; Psychology; Distress; Depression (economics); Nursing; Psychiatry; Clinical psychology; Coronavirus disease 2019 (COVID-19); Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008577553,0.000300803,0.0002865119,0.0009751553,0.002945896,0.001229921,0.0008428551,0.0005559656,0.001607709],"category_scores_gemma":[0.001847944,0.000214598,0.0003237663,0.001252239,0.001179548,0.0004659795,0.001040234,0.0007996694,0.0001268673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01827813,"about_ca_system_score_gemma":0.00991807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9807044,"about_ca_topic_score_gemma":0.9897383,"domain_scores_codex":[0.9994527,0.000108791,0.00002150812,0.00006560473,0.00007842518,0.0002729362],"domain_scores_gemma":[0.9988208,0.0001610947,0.0002783399,0.00003544483,0.0002519471,0.0004522851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000541414,0.00008809029,0.9916763,0.00002430056,0.00002519361,0.00007623187,0.004306645,0.0000810011,0.0001885591,0.00006030667,0.0003874648,0.003031641],"study_design_scores_gemma":[0.000002295023,0.00002777512,0.9925892,0.00002945372,0.000005554086,0.00001379543,0.006933447,0.0001204118,0.00001793866,0.000008181271,0.0002466694,0.000005176069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988338,0.0002521073,0.00003839281,0.0001891091,0.000004726476,0.00001920348,0.0001571922,0.000001766415,0.0005035909],"genre_scores_gemma":[0.9993213,0.0001157771,0.00004424736,0.0000553217,0.000002883994,0.00001342341,0.0001308869,8.731458e-7,0.0003153836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929563,"threshold_uncertainty_score":0.1326177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09979375083709553,"score_gpt":0.4578521650200606,"score_spread":0.3580584141829651,"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."}}