{"id":"W2036774804","doi":"10.1186/1471-2466-7-11","title":"A new paradigm in respiratory hygiene: modulating respiratory secretions to contain cough bioaerosol without affecting mucus clearance","year":2007,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Mucus; Mucociliary clearance; Medicine; Respiratory system; Ex vivo; In vivo; Respiratory tract; Airway; Aerosolization; Immunology; Lung; Inhalation; Anesthesia; Internal medicine; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003490589,0.0004525183,0.0009327842,0.0008655784,0.0002167547,0.00002095401,0.0003205234,0.0002068461,0.0001777836],"category_scores_gemma":[0.005063791,0.0003974212,0.0001103945,0.001839188,0.000330139,0.000268934,0.0001466491,0.0008608791,0.0000817952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005814614,"about_ca_system_score_gemma":0.0006266923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007438051,"about_ca_topic_score_gemma":0.001697681,"domain_scores_codex":[0.9951399,0.0002632769,0.001152198,0.0009498118,0.001258811,0.001236033],"domain_scores_gemma":[0.9964445,0.001076802,0.0002382562,0.0008940424,0.0001835261,0.001162872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006541525,0.0003141032,0.5430195,0.0007319216,0.00005299332,0.00194058,0.001846479,0.0007806774,0.3889216,0.0006065376,0.002133064,0.05311102],"study_design_scores_gemma":[0.006855227,0.003198238,0.9435325,0.004762562,0.00007058432,0.0002864505,0.002658282,0.001977926,0.004860254,0.0003826386,0.03073684,0.0006784689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522998,0.006173874,0.0304965,0.001969579,0.0004345541,0.002515499,0.00001002324,0.0002880242,0.005812144],"genre_scores_gemma":[0.9851025,0.00001782294,0.01036812,0.002003177,0.001556178,0.00007228363,0.00001981053,0.0001007815,0.0007592725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4005131,"threshold_uncertainty_score":0.9998478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686213056995876,"score_gpt":0.362561325551072,"score_spread":0.3156991949811132,"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."}}