{"id":"W3082209371","doi":"10.3747/co.27.6777","title":"Cancer and COVID-19: How Understanding Grief Helps the Pandemic Frontlines","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Grief; Cancer; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Virology; Psychiatry; Pathology; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01142598,0.0007721569,0.0005814814,0.001221613,0.00769014,0.01328852,0.001300199,0.007574972,0.01856474],"category_scores_gemma":[0.0483705,0.0005889231,0.001148032,0.0008033725,0.00956743,0.01346693,0.006649344,0.0316986,0.0059581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005633098,"about_ca_system_score_gemma":0.01092131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643476,"about_ca_topic_score_gemma":0.0475769,"domain_scores_codex":[0.9930433,0.004384687,0.0002456851,0.0003206524,0.001134157,0.0008714873],"domain_scores_gemma":[0.9722928,0.01555242,0.001380139,0.0005923313,0.003734291,0.006448017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003528614,0.00006005661,0.001708161,0.0003005446,0.00003588067,0.0003583042,0.01916713,0.00007139085,0.0001685663,0.01543966,0.9058003,0.05685473],"study_design_scores_gemma":[0.00003024999,0.0001022943,0.002170159,0.002233559,0.00003624775,0.0008851917,0.04615669,0.0001871441,0.0003055519,0.03141657,0.9163719,0.0001044551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001756705,0.01101481,0.001406297,0.9576858,0.01124852,0.0000315568,0.00009277374,0.0001251782,0.01663847],"genre_scores_gemma":[0.09114644,0.06607199,0.009371316,0.7707819,0.01840623,0.0001996251,0.0003435959,0.0006867597,0.04299213],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01856474,"threshold_uncertainty_score":0.06210524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6182177841484827,"score_gpt":0.5409417531277229,"score_spread":0.07727603102075986,"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."}}