{"id":"W4405708568","doi":"10.1002/ajh.27565","title":"Respiratory Viruses in Patients With Hematological Malignancy in Boreal Autumn/Winter 2023–2024: EPICOVIDEHA‐EPIFLUEHA Report","year":2024,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Cancer Institute; Instituto de Salud Carlos III; Universitätsklinikum Köln; Universität Innsbruck; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico; Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu; Szegedi Tudományegyetem; European Hematology Association; Università degli Studi di Roma Tor Vergata; Universität zu Köln; National and Kapodistrian University of Athens; Masarykova Univerzita; Università degli Studi di Genova; Medizinische Universität Innsbruck; Fakultní nemocnice Hradec Králové; Deutsches Zentrum für Infektionsforschung; Ostravská Univerzita v Ostravě; Eskişehir Osmangazi Üniversitesi; Univerzita Komenského v Bratislave","keywords":"Boreal; Malignancy; Respiratory system; Medicine; Internal medicine; Biology; Ecology","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":[0.0005636098,0.0002447578,0.0002405018,0.0004671735,0.0004422756,0.0006024279,0.0003062708,0.000321118,0.0009030939],"category_scores_gemma":[0.0007613197,0.0002020969,0.0003753783,0.0007656071,0.0002223733,0.0003369001,0.0004993158,0.0003159552,0.0001505569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006554595,"about_ca_system_score_gemma":0.0007249336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03097982,"about_ca_topic_score_gemma":0.03762228,"domain_scores_codex":[0.9996403,0.00007952895,0.00004898725,0.00007060053,0.00005683331,0.000103655],"domain_scores_gemma":[0.9994513,0.00005652766,0.0002653362,0.00003340738,0.00005092696,0.0001424989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004125517,0.00001013182,0.9992207,0.000005274838,0.00001282036,0.0000595893,0.00003742363,0.00001838846,0.00008527572,0.000002855062,0.0001145553,0.0003916727],"study_design_scores_gemma":[0.000005598433,0.00004157529,0.999157,0.000005233005,0.000009359817,0.0002169139,0.0002254604,0.00007724045,0.00003163729,0.000005348067,0.0002226285,0.00000205904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985242,0.0002167822,0.00004753814,0.00004624093,0.00001293492,0.00001248213,0.0007253482,0.00000335875,0.0004110569],"genre_scores_gemma":[0.9989401,0.0000791526,0.00003793363,0.00003822474,0.00001697326,0.00001076842,0.0007842571,0.000001260376,0.00009137251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03097982,"threshold_uncertainty_score":0.06159896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920221971966039,"score_gpt":0.3447772890787328,"score_spread":0.3155750693590724,"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."}}