{"id":"W4319812761","doi":"","title":"Real world outcomes in cancer patients with COVID-19 infection: Northern Ireland experience.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Social Care Research and Development Division; Public Health Agency; Canadian Institute for Theoretical Astrophysics; University of Oxford; Cancer Research UK; Health Service Executive; Wellcome Trust","keywords":"Medicine; Asymptomatic; Cancer; Internal medicine; Logistic regression; Disease; Coronavirus disease 2019 (COVID-19); Clinical endpoint; Prospective cohort study; Pediatrics; Clinical trial; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123105,0.0002069694,0.0004022779,0.0004886483,0.0005226341,0.001057123,0.0003887624,0.0003224073,0.001495367],"category_scores_gemma":[0.002974359,0.0001895111,0.00038413,0.00110091,0.0004556131,0.0007809585,0.001341645,0.0005638492,0.0003479162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472319,"about_ca_system_score_gemma":0.001878326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03713925,"about_ca_topic_score_gemma":0.0367601,"domain_scores_codex":[0.9991739,0.0002400366,0.0001029178,0.0001201171,0.0001231176,0.0002398663],"domain_scores_gemma":[0.9970559,0.0002711641,0.001424959,0.0001329326,0.0003435796,0.0007714226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000265501,0.00006868269,0.9893583,0.00008647962,0.00003352189,0.0009188149,0.001280006,0.0001098448,0.0001316387,0.00004694696,0.001496832,0.006203426],"study_design_scores_gemma":[0.00002324281,0.0003878307,0.9893737,0.0001073748,0.00002773649,0.002131545,0.004515003,0.0001910001,0.0000976532,0.00004544506,0.00307841,0.00002104634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953725,0.0007801625,0.00007830975,0.0003794995,0.00002450957,0.00004598696,0.001211237,0.000008328961,0.002099399],"genre_scores_gemma":[0.9973515,0.000546757,0.0001219231,0.0001463122,0.00003096541,0.00003846151,0.001336052,0.00000543891,0.0004225682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03713925,"threshold_uncertainty_score":0.0738461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08101622284211528,"score_gpt":0.3812941049407092,"score_spread":0.3002778820985939,"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."}}