{"id":"W3130529097","doi":"10.1016/j.jhepr.2021.100260","title":"Assessing the impact of COVID-19 on liver cancer management (CERO-19)","year":2021,"lang":"en","type":"article","venue":"JHEP Reports","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; Toronto General Hospital; McMaster University; University of Toronto; University Health Network","funders":"UCLH Biomedical Research Centre; Sanofi Genzyme; EMD Serono; Imperial Experimental Cancer Medicine Centre; Cancer Treatment and Research Trust; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas; Ipsen; University College London Hospitals NHS Foundation Trust; Basilea Pharmaceutica; Eisai; Daiichi-Sankyo; National Institute for Health and Care Research; Incyte; BTG; AbbVie; Worldwide Cancer Research; Societat Catalana de Digestologia; Association for International Cancer Research; Sirtex Medical; Wellcome Trust; Cancer Research UK; European Cooperation in Science and Technology; Boston Scientific Corporation; Albert Einstein Cancer Center; Exelixis; Meso Scale Diagnostics; Bayer; Gilead Sciences; Roche; Celgene; Novartis; NIHR Imperial Biomedical Research Centre; Merck; Imperial College London; GlaxoSmithKline; Agència de Gestió d'Ajuts Universitaris i de Recerca; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; Instituto de Salud Carlos III; Amgen","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Liver cancer; Virology; Cancer; Internal medicine; Infectious disease (medical specialty)","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":[0.02895848,0.0003730434,0.0004352448,0.001179982,0.0005147957,0.001669279,0.0008655178,0.0007040026,0.002289315],"category_scores_gemma":[0.0561786,0.0002942016,0.001433685,0.002217316,0.0006366009,0.001429826,0.003046442,0.001083522,0.0003268689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003313747,"about_ca_system_score_gemma":0.006479607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076371,"about_ca_topic_score_gemma":0.01446512,"domain_scores_codex":[0.9839365,0.008393338,0.002519287,0.0008858118,0.002407933,0.001857076],"domain_scores_gemma":[0.9251729,0.01833073,0.03715269,0.002304221,0.008922876,0.008116712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007037568,0.0002109433,0.9741571,0.0006391779,0.0002777837,0.00003661606,0.0003456271,0.0004545453,0.00006616295,0.0002047202,0.00234152,0.02056206],"study_design_scores_gemma":[0.0001073333,0.001490864,0.9908641,0.0004891158,0.0001868243,0.00008711116,0.000918109,0.0008765233,0.0001777112,0.0001077486,0.004672674,0.00002181972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794134,0.003996525,0.001076597,0.00423827,0.0001330763,0.0007227572,0.006040329,0.00002847389,0.004350526],"genre_scores_gemma":[0.9924273,0.001368294,0.001292031,0.001137758,0.0000964572,0.0006371195,0.002762973,0.00001143699,0.0002666308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02895848,"threshold_uncertainty_score":0.1531489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496123350925475,"score_gpt":0.5073078806710404,"score_spread":0.3576955455784929,"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."}}