{"id":"W3092441021","doi":"10.14740/cii113","title":"Preliminary Approach to Cancer Patient Care During Unprecedented COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cancer; Medicine; Intensive care medicine; Virology; Internal medicine; Outbreak; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002426886,0.0001402735,0.0003484123,0.00006582108,0.0002701528,0.00001920484,0.00004644478,0.0001825127,0.00008472391],"category_scores_gemma":[0.0027644,0.0001228998,0.0001128884,0.0002736582,0.00007843896,0.00006341589,0.0001353678,0.0006960658,0.00001835183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885254,"about_ca_system_score_gemma":0.0004302063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003635957,"about_ca_topic_score_gemma":0.0001538361,"domain_scores_codex":[0.9986063,0.0002660475,0.0004687012,0.0003040204,0.0001392165,0.0002157234],"domain_scores_gemma":[0.9980335,0.0002447944,0.00009464339,0.0002244541,0.0001336947,0.001268893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001867344,0.0002901657,0.9591151,0.001173232,0.00005198664,0.000004883732,0.006266006,0.00009661521,0.0003458115,0.000005857642,0.001096202,0.02968677],"study_design_scores_gemma":[0.002089343,0.002861204,0.9630619,0.00009466519,0.00007619754,0.00003018102,0.001129,0.000227531,0.0001076616,0.000005529839,0.03016697,0.0001498008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920254,0.0005227873,0.0004346014,0.005352759,0.0002405422,0.0006980127,0.00001333255,0.0001981458,0.0005143602],"genre_scores_gemma":[0.9654942,0.001313168,0.00004941962,0.03277658,0.0002296193,0.00004618125,0.00003569093,0.0000151755,0.0000399308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02953697,"threshold_uncertainty_score":0.5496504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2861862669048905,"score_gpt":0.4964701542874791,"score_spread":0.2102838873825887,"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."}}