{"id":"W1981982764","doi":"10.1186/1756-0500-7-563","title":"Western Cold and Flu (WeCoF) aerosol study – preliminary results","year":2014,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre; Western University","funders":"Workplace Safety and Insurance Board","keywords":"Aerosol; Pandemic; Airborne transmission; Transmission (telecommunications); Medicine; Infectivity; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Environmental science; Virology; Meteorology; Virus; Disease; Geography; Internal medicine; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002361362,0.00008427679,0.0001685497,0.0001591563,0.0001926108,0.00005084058,0.00004886854,0.00006286448,0.00002849845],"category_scores_gemma":[0.00206687,0.00006772568,0.00003311571,0.0001689681,0.00007146852,0.0001437749,0.0000850748,0.0002468287,0.0001372391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002891718,"about_ca_system_score_gemma":0.00004792176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001604385,"about_ca_topic_score_gemma":0.0001417247,"domain_scores_codex":[0.9984077,0.0003619641,0.0002081419,0.000242865,0.0004730036,0.0003063669],"domain_scores_gemma":[0.9981472,0.001130719,0.00003607206,0.0002801833,0.000249227,0.0001566059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003103817,0.0006866704,0.9835044,0.0001174393,0.00003226829,0.000006916178,0.0005793173,0.0000131514,0.005717325,0.0001197883,0.000743261,0.005375667],"study_design_scores_gemma":[0.004568539,0.004804312,0.9799458,0.00006923647,0.00003611559,0.00001514927,0.000187054,0.00272781,0.004079333,0.00002305129,0.003450855,0.00009278413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955124,0.0001175037,0.001091547,0.0006462384,0.0001055421,0.0009825107,0.000003489053,0.00005411485,0.001486599],"genre_scores_gemma":[0.9967525,0.000009570804,0.0001296028,0.00005867813,0.0005246914,0.00007165733,0.000009823563,0.00001425709,0.002429229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005282882,"threshold_uncertainty_score":0.2761773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479238626084833,"score_gpt":0.4218382421651805,"score_spread":0.2739143795566971,"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."}}