{"id":"W4281641753","doi":"10.3390/curroncol29060323","title":"Oncology Healthcare Professionals’ Mental Health during the COVID-19 Pandemic","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Mental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Health professionals; Mental healthcare; Nursing; Family medicine; Virology; Psychiatry; Pathology; Infectious disease (medical specialty); Disease; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001654484,0.000447305,0.0007337791,0.00199676,0.0005738952,0.001301299,0.0005011748,0.001090717,0.002153697],"category_scores_gemma":[0.006430566,0.0002376795,0.0008774921,0.001884005,0.0004042941,0.0009916556,0.0008919024,0.001146248,0.0002656195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001642491,"about_ca_system_score_gemma":0.004657326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009056133,"about_ca_topic_score_gemma":0.01924098,"domain_scores_codex":[0.9991894,0.0003010722,0.0001412698,0.0001037707,0.0001829901,0.00008146905],"domain_scores_gemma":[0.9971366,0.001941999,0.0003769266,0.00003394573,0.0004032722,0.0001072593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001162315,0.00006943534,0.003728968,0.08889173,0.0004684036,0.000157129,0.0011922,0.0002461147,0.0001603896,0.002637106,0.02052484,0.8818076],"study_design_scores_gemma":[0.00004462856,0.0003936991,0.05630574,0.2738547,0.001759737,0.002077292,0.005491775,0.0002593832,0.0004714181,0.003176192,0.6560739,0.00009161336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009016367,0.9971495,0.00004455366,0.0008833281,0.0002119324,0.00001102644,0.00003760173,0.000001763567,0.0007586104],"genre_scores_gemma":[0.006040058,0.9931324,0.00008736263,0.0003891126,0.0001586234,0.00001950784,0.00004248901,8.478288e-7,0.0001295492],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009056133,"threshold_uncertainty_score":0.0180068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4980430640708627,"score_gpt":0.6371024003030674,"score_spread":0.1390593362322047,"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."}}