{"id":"W3112428041","doi":"10.1093/neuonc/noaa215.094","title":"COVD-11. THE BRAIN TUMOR AND NOT FOR PROFIT AND CHARITY EXPERIENCE OF COVID 19: REACTING AND ADJUSTING TO AN UNPRECEDENTED GLOBAL PANDEMIC IN THE 21ST CENTURY","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alliance; Pandemic; Coronavirus disease 2019 (COVID-19); Descriptive statistics; Business; Public relations; Profit (economics); Health care; Political science; Marketing; Economic growth; Economics; Disease; Medicine; Infectious disease (medical specialty); Pathology","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":[0.007586042,0.0002378069,0.0002700259,0.0007634287,0.01076846,0.005913852,0.0009579819,0.001594573,0.007726912],"category_scores_gemma":[0.01644122,0.0002904182,0.0002781535,0.001077982,0.005537848,0.003363806,0.01155259,0.005386167,0.0006282817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009100689,"about_ca_system_score_gemma":0.009047771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02325865,"about_ca_topic_score_gemma":0.04788849,"domain_scores_codex":[0.9916444,0.004903312,0.0002240321,0.00022194,0.001101974,0.001904258],"domain_scores_gemma":[0.9802753,0.00450787,0.003178305,0.0004046723,0.001903374,0.009730483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001717524,0.0005155127,0.1614098,0.0004841546,0.00004164074,0.003933928,0.5357589,0.000270525,0.0007050877,0.02301726,0.2146708,0.05902065],"study_design_scores_gemma":[0.00001309864,0.0001799832,0.03998592,0.000377317,0.000009776186,0.001038658,0.8117651,0.0001359391,0.0001631726,0.001163354,0.1451145,0.00005316206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7837696,0.001657927,0.0003358982,0.1583663,0.001352423,0.0000878745,0.0004611475,0.00004793033,0.05392081],"genre_scores_gemma":[0.9773412,0.001310131,0.0002736082,0.01502194,0.000219663,0.00006435148,0.0001595611,0.00003020405,0.005579459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325865,"threshold_uncertainty_score":0.06603044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1391218787493944,"score_gpt":0.4404631463481133,"score_spread":0.3013412675987189,"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."}}