{"id":"W4213327659","doi":"10.3390/biomed2010009","title":"SARS-CoV-2 and Smoker’s Paradox: Mediation by Ciliary Beat Frequency and Mucociliary Clearance?","year":2022,"lang":"en","type":"article","venue":"BioMed","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mucociliary clearance; Cilium; Respiratory tract; Respiratory epithelium; Medicine; Respiratory system; Tobacco smoke; Immunology; Biology; Lung; Internal medicine; Cell biology; Environmental health","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":[0.0004210529,0.0001929172,0.0003137425,0.0001837079,0.0001997139,0.00002571442,0.0001035684,0.00009685233,0.00009848036],"category_scores_gemma":[0.000259047,0.0001853576,0.00005038151,0.0002864282,0.0001794174,0.0001476947,0.000138916,0.0002319202,0.000009912844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616714,"about_ca_system_score_gemma":0.0001047537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000224483,"about_ca_topic_score_gemma":0.000009282236,"domain_scores_codex":[0.9984431,0.0001364873,0.0002493344,0.0004269927,0.0004583778,0.0002856582],"domain_scores_gemma":[0.9991558,0.000249599,0.00009278423,0.0003097854,0.00003483548,0.000157206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000581458,0.0002360809,0.1020776,0.0005924795,0.0001367098,0.0002950339,0.001108408,3.239083e-7,0.7909145,0.0001755369,0.08911977,0.01476199],"study_design_scores_gemma":[0.02004335,0.003370929,0.6665517,0.000225268,0.0005260801,0.0008271397,0.0005479514,0.001297222,0.08104631,0.005407314,0.2185936,0.001563144],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838459,0.00470872,0.00003672363,0.009681064,0.0003518755,0.0007546301,0.0001018066,0.0001340638,0.0003851513],"genre_scores_gemma":[0.9938483,0.0002890108,0.0004157028,0.004610402,0.0001434182,0.0001275209,0.0002921726,0.0000274696,0.0002459719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7098683,"threshold_uncertainty_score":0.7558663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143360673814331,"score_gpt":0.2820857438249465,"score_spread":0.2677496764435134,"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."}}