{"id":"W4409823973","doi":"10.1101/2025.04.23.650113","title":"COVID-19 in Space: Possible Health Risks and Preparedness Guidelines","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University; Douglas College","funders":"Kwantlen Polytechnic University","keywords":"Coronavirus disease 2019 (COVID-19); Preparedness; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Space (punctuation); Environmental science; Business; Medicine; Medical emergency; Virology; Outbreak; Computer science; Political science; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03232532,0.001824455,0.003273294,0.008353684,0.001709551,0.005243749,0.005711374,0.01050841,0.01342808],"category_scores_gemma":[0.122617,0.001046179,0.008030011,0.004197223,0.002572141,0.00725211,0.005272561,0.007160033,0.005338005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004518632,"about_ca_system_score_gemma":0.03127277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295817,"about_ca_topic_score_gemma":0.01806555,"domain_scores_codex":[0.9642543,0.01669247,0.01292198,0.0008191818,0.004387703,0.0009243651],"domain_scores_gemma":[0.8632425,0.08878911,0.01322028,0.002604619,0.0288525,0.003290926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003696778,0.0001748387,0.002795536,0.2783172,0.0009739083,0.0007650212,0.00254455,0.001495193,0.000750063,0.01430267,0.3407697,0.3567417],"study_design_scores_gemma":[0.0002042814,0.0001555901,0.002104338,0.5248857,0.001027501,0.0005681391,0.001279856,0.0003467577,0.0002543149,0.01029951,0.4587815,0.00009235375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001565948,0.7719095,0.006941962,0.1655333,0.01333062,0.005585891,0.005063594,0.000453409,0.02961583],"genre_scores_gemma":[0.02673013,0.7955071,0.05165394,0.08987056,0.00761515,0.0146374,0.005281054,0.0001667113,0.008538065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03232532,"threshold_uncertainty_score":0.1709547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.062919008550839,"score_gpt":0.362915227793677,"score_spread":0.299996219242838,"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."}}