{"id":"W4396640704","doi":"10.1016/j.heliyon.2024.e29591","title":"Characteristics and outcomes of COVID-19 patients admitted to hospital with and without respiratory symptoms","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; University of Alberta","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Michigan Institute for Clinical and Health Research; Horizon 2020 Framework Programme; Prince Charles Hospital Foundation; National Institutes of Health; Kementerian Kesihatan Malaysia; Innovative Medicines Initiative; All-India Institute of Medical Sciences; University of Cape Town; University of Queensland; Universität Wien; Ministère des Affaires Sociales et de la Santé; Imperial College London; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Seventh Framework Programme; Public Health England; Wellcome Trust; University College Dublin; European Commission; Foreign, Commonwealth and Development Office; Norges Forskningsråd; National Institute for Health Research Health Protection Research Unit; University of Oxford; National Institute for Health and Care Research; Health Research Board; Medical Research Charities Group; UK Research and Innovation; European Federation of Pharmaceutical Industries and Associations; JST-Mirai Program; Ministero della Salute; Institut National de la Santé et de la Recherche Médicale; Sunnybrook Research Institute; Medical Research Council; Department of Health and Social Care; Australian Research Council; Firland Foundation; Medizinische Universität Wien; Bill and Melinda Gates Foundation; Manchester Biomedical Research Centre; Liverpool Experimental Cancer Medicine Centre","keywords":"Medicine; Respiratory system; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Respiratory illness; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Emergency medicine; Internal medicine; Disease; Infectious disease (medical specialty); Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004460738,0.0002730695,0.0006009077,0.0007842354,0.0004654391,0.0007766056,0.000334898,0.0004689964,0.001953914],"category_scores_gemma":[0.002570389,0.0001968968,0.0004413291,0.001006991,0.0004590789,0.0005863698,0.0008327537,0.0006556226,0.000221742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004277503,"about_ca_system_score_gemma":0.0003922651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602613,"about_ca_topic_score_gemma":0.001611777,"domain_scores_codex":[0.999488,0.0000804322,0.00008392805,0.0001094952,0.0000795417,0.0001586039],"domain_scores_gemma":[0.9979213,0.0002848935,0.0009668738,0.00006129397,0.0001470744,0.0006185555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001026233,0.0000234642,0.9992486,0.00000788441,0.00001688362,0.0001536674,0.00004702354,0.00002277315,0.00007902527,0.000008943167,0.00005257991,0.0002364602],"study_design_scores_gemma":[0.000009666,0.000184174,0.9985868,0.00001023303,0.00001068166,0.0006517631,0.000339522,0.00008772733,0.00002502495,0.0000235011,0.00006628166,0.000004652496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993605,0.0001169481,0.00001662371,0.00002457554,0.000004594782,0.000006632267,0.0002461623,0.000001114723,0.000222772],"genre_scores_gemma":[0.9992441,0.0000555207,0.00001737827,0.00001818287,0.00001075927,0.000008913427,0.0005926544,8.883331e-7,0.00005174649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001953914,"threshold_uncertainty_score":0.006536424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031909445201766,"score_gpt":0.392966366094505,"score_spread":0.3626472716424873,"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."}}