{"id":"W3090190838","doi":"10.1200/go.20.00470","title":"Addressing the Mental Health Challenges of Cancer Care Workers in LMICs During the Time of the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Medicine; Virology; Medical emergency; Psychiatry; Pathology; Infectious disease (medical specialty); Outbreak; Disease","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":[0.002342536,0.000252137,0.0003779179,0.0005195527,0.006821813,0.004014228,0.0008843864,0.001849592,0.006573401],"category_scores_gemma":[0.006917284,0.0003107657,0.0003380527,0.000645921,0.002114151,0.002057365,0.007447385,0.006332815,0.0005979893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007227869,"about_ca_system_score_gemma":0.02370008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09225951,"about_ca_topic_score_gemma":0.2170219,"domain_scores_codex":[0.9979402,0.0006422655,0.00004380833,0.00006594798,0.0001424209,0.001165304],"domain_scores_gemma":[0.9958851,0.0003755315,0.0005135617,0.00003894611,0.0004176263,0.00276915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000279225,0.001278034,0.3260413,0.001667163,0.0001915997,0.003961887,0.2620916,0.0004449662,0.002505323,0.009088648,0.2281588,0.1642915],"study_design_scores_gemma":[0.00004406857,0.0003551203,0.1991557,0.00202463,0.00005447069,0.0007203422,0.6957613,0.0002947715,0.0002647982,0.003372503,0.09787635,0.00007593958],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5300686,0.006182484,0.000326091,0.4397145,0.001941071,0.0001298071,0.0004193763,0.00003230528,0.02118574],"genre_scores_gemma":[0.9354255,0.007038872,0.0005295958,0.05187536,0.0009720833,0.0001783901,0.0001905247,0.00002736016,0.003762234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09225951,"threshold_uncertainty_score":0.183445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2171471837922522,"score_gpt":0.5053364103946311,"score_spread":0.2881892266023788,"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."}}