{"id":"W3015505744","doi":"10.1007/s11060-020-03488-7","title":"Inpatient and outpatient case prioritization for patients with neuro-oncologic disease amid the COVID-19 pandemic: general guidance for neuro-oncology practitioners from the AANS/CNS Tumor Section and Society for Neuro-Oncology","year":2020,"lang":"en","type":"article","venue":"Journal of Neuro-Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Adjudication; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Prioritization; Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medical emergency; Infectious disease (medical specialty); Pathology; Political science; Business","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":[0.003725818,0.0008467598,0.001252499,0.002126091,0.00340529,0.004490398,0.00307568,0.005444927,0.03223098],"category_scores_gemma":[0.02319231,0.0006685797,0.001349204,0.0009844952,0.0009177584,0.003631111,0.006513946,0.008056117,0.003165007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005947327,"about_ca_system_score_gemma":0.02593985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03001632,"about_ca_topic_score_gemma":0.07692871,"domain_scores_codex":[0.9963627,0.001269588,0.0004826561,0.0002270696,0.0006097602,0.001048159],"domain_scores_gemma":[0.9772642,0.003579806,0.001787023,0.0001744233,0.004431592,0.01276304],"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":[0.0002194168,0.0007975234,0.03576625,0.0003632081,0.00004977239,0.002195941,0.002060512,0.00178781,0.0005572498,0.002935463,0.8279747,0.1252921],"study_design_scores_gemma":[0.001140604,0.001505394,0.225109,0.01226925,0.0002034691,0.00952547,0.05439467,0.01346079,0.001192975,0.04711018,0.6334944,0.0005937469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03847416,0.01037508,0.006140662,0.8739069,0.007535412,0.001749617,0.001026168,0.0007288918,0.06006306],"genre_scores_gemma":[0.5163832,0.04207858,0.111974,0.2327444,0.0350071,0.006757411,0.004451119,0.001062435,0.04954175],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03223098,"threshold_uncertainty_score":0.1078234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05236817801133888,"score_gpt":0.3325637380430419,"score_spread":0.280195560031703,"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."}}