{"id":"W4319826880","doi":"10.1093/cid/ciad068","title":"Coronavirus Disease 2019 and Airborne Transmission: Science Rejected, Lives Lost. Can Society Do Better?","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Environmental Health Sciences; National Institute of Allergy and Infectious Diseases; Flu Lab","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Transmission (telecommunications); Pandemic; Coronavirus; Virology; Coronavirus Infections; Betacoronavirus; Airborne transmission; Disease transmission; Disease; Infectious disease (medical specialty); Outbreak; Pathology; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004507731,0.0001996231,0.0003663379,0.0001366752,0.0003848412,0.00009508349,0.00007957929,0.00009262713,0.0002638558],"category_scores_gemma":[0.0006076183,0.0001667277,0.0003848552,0.0007355135,0.0008473559,0.0002019202,0.0000747233,0.0002698133,0.0001831536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006658369,"about_ca_system_score_gemma":0.000467554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002520899,"about_ca_topic_score_gemma":0.00000410399,"domain_scores_codex":[0.9980946,0.00009074955,0.0004723094,0.000599515,0.0003727439,0.0003701114],"domain_scores_gemma":[0.9980186,0.0004018615,0.0001193479,0.0003213274,0.0002275673,0.00091126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002332909,0.0005105841,0.8938047,0.0001111972,0.00008191854,0.00005642155,0.00007155189,0.00002099963,0.0001717219,0.0001129922,0.00322474,0.1015998],"study_design_scores_gemma":[0.002170691,0.0004728238,0.9863108,0.0001366508,0.0003693159,0.00001066348,0.00003500597,0.004039392,0.00002038923,0.0007968271,0.005439591,0.0001978584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994579,0.0009853445,0.000514012,0.001621387,0.0006762802,0.0005014751,0.00008709758,0.0005291301,0.0005062992],"genre_scores_gemma":[0.9952061,0.001472187,0.00001770289,0.001844798,0.0006399341,0.00002922509,0.00008057209,0.00002556948,0.0006839333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101402,"threshold_uncertainty_score":0.6798957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320517553150739,"score_gpt":0.3892117485074632,"score_spread":0.3360065729759558,"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."}}