{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004213322,0.000140536,0.0003705131,0.00002057177,0.0001983096,0.000003459034,0.0005019063,0.0001483325,0.0001545676],"category_scores_gemma":[0.00006250237,0.00007871582,0.000102691,0.0003167772,0.0003356554,0.00002161085,0.0002189334,0.0003215543,0.000009859949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827154,"about_ca_system_score_gemma":0.002102409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01649454,"about_ca_topic_score_gemma":0.03456089,"domain_scores_codex":[0.9979205,0.0007587954,0.0004507173,0.0002844744,0.0001931599,0.000392381],"domain_scores_gemma":[0.9988438,0.0002784507,0.0003950727,0.0003110653,0.00002468865,0.0001469517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001251364,0.0001872913,0.8407828,0.0006322318,0.0001069109,0.00001046766,0.09486581,0.0003074897,0.0001955581,0.001217311,0.005251449,0.05519129],"study_design_scores_gemma":[0.004113236,0.000782677,0.7516356,0.0001921532,0.00004544204,0.00005966213,0.09816064,0.00005776726,0.00003375529,0.0001624952,0.1445646,0.0001919417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8365387,0.02651961,0.000002535722,0.1322407,0.0007498585,0.0008499459,0.0002125517,0.00002543866,0.00286063],"genre_scores_gemma":[0.9774597,0.001392961,0.000009140382,0.02090134,0.0001272234,0.00004887337,0.000003434083,0.00001019422,0.00004712232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140921,"threshold_uncertainty_score":0.9900547,"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."}}