{"id":"W3082648913","doi":"10.1016/j.ejca.2020.08.017","title":"High mortality among hospital-acquired COVID-19 infection in patients with cancer: A multicentre observational cohort study","year":2020,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Hôpital Maisonneuve-Rosemont; Hôpital du Sacré-Cœur de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Jewish General Hospital; Hôpital Charles-Le Moyne; McGill University; Centre Hospitalier de l’Université de Montréal; McGill University Health Centre","funders":"McGill University; Jewish General Hospital; AstraZeneca Canada","keywords":"Medicine; Incidence (geometry); Cancer; Intensive care unit; Population; Observational study; Emergency medicine; Lung cancer; Cohort study; Coronavirus disease 2019 (COVID-19); Mechanical ventilation; Internal medicine; Pediatrics; Intensive care medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005486389,0.0001669379,0.0004168427,0.0001002984,0.00007163498,0.00002573813,0.00009207625,0.00002355354,0.0003000461],"category_scores_gemma":[0.0006038875,0.0001284212,0.00006688515,0.0003674728,0.0000505948,0.000251114,0.00003121446,0.000279791,0.000003777691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007969843,"about_ca_system_score_gemma":0.001126358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006745741,"about_ca_topic_score_gemma":0.002912801,"domain_scores_codex":[0.997905,0.0002932138,0.0006203331,0.0002245484,0.0007369979,0.000219975],"domain_scores_gemma":[0.9980552,0.00004795677,0.0005625778,0.0001387784,0.0005309184,0.0006645701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001289003,0.0004753286,0.9898137,0.0001348624,0.0002352105,0.0002970281,0.002961198,0.001892856,0.000007007045,0.000001173954,0.001289438,0.001603225],"study_design_scores_gemma":[0.009028979,0.002141529,0.9859181,0.000205131,0.0002206644,0.000001114859,0.0001177997,0.0000566311,0.000007102506,9.784789e-7,0.002170942,0.0001310322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895566,0.0001765294,0.00008310449,0.008774627,0.0003850675,0.000935302,0.00002476666,0.00002348923,0.00004054748],"genre_scores_gemma":[0.9927882,0.0001919676,0.00004588554,0.00633229,0.000561593,0.000009920188,0.00001136212,0.00003322144,0.00002555427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007739976,"threshold_uncertainty_score":0.9998685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06917273912418564,"score_gpt":0.3688444000921683,"score_spread":0.2996716609679827,"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."}}