{"id":"W4283730334","doi":"10.24095/hpcdp.42.10.01","title":"Support for health care workers and psychological distress: thinking about now and beyond the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Markham Stouffville Hospital; Toronto Public Health; Sinai Health System; Sunnybrook Health Science Centre; William Osler Health System; Health Sciences Centre; University of Toronto; University Health Network","funders":"University of Toronto","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Psychological distress; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Distress; Psychology; Health care; Medicine; Mental health; Virology; Clinical psychology; Psychiatry; Political science; Infectious disease (medical specialty); Pathology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005514512,0.000171991,0.0001454641,0.0003478603,0.000808409,0.001115466,0.0003164161,0.0005560144,0.002836266],"category_scores_gemma":[0.002174087,0.0001029791,0.0001901947,0.000322443,0.0006831003,0.0004975292,0.0007240588,0.0005538915,0.00009596651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311955,"about_ca_system_score_gemma":0.001777861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05653797,"about_ca_topic_score_gemma":0.07804579,"domain_scores_codex":[0.9996362,0.00009520545,0.00001867059,0.00003136879,0.00008781843,0.0001306467],"domain_scores_gemma":[0.9988264,0.0001906827,0.0004795624,0.00001524137,0.0001170135,0.0003710152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004052264,0.00006243459,0.9804467,0.00009788525,0.00003653201,0.0001955163,0.005307551,0.00003646838,0.0002334048,0.00005359012,0.0009828258,0.01250655],"study_design_scores_gemma":[0.000005774472,0.0000619584,0.9860163,0.0001395996,0.00001472172,0.0001604123,0.01253547,0.00004725839,0.00003769784,0.00006093875,0.0009135519,0.000006360691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928438,0.001600552,0.00003421386,0.003848518,0.00002573594,0.00001007527,0.00009968568,0.000002364609,0.001535052],"genre_scores_gemma":[0.9989618,0.0005733207,0.00002587453,0.0002473904,0.00002344794,0.000004304443,0.00003425682,3.677961e-7,0.0001292595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.943462,"threshold_uncertainty_score":0.1124178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08067311270260795,"score_gpt":0.4454126062560309,"score_spread":0.3647394935534229,"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."}}