{"id":"W2931106078","doi":"10.1111/resp.13544","title":"Transmission of bacteria in bronchiectasis and chronic obstructive pulmonary disease: Low burden of cough aerosols","year":2019,"lang":"en","type":"article","venue":"Respirology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Advance Queensland; Medical Research Council; Prince Charles Hospital Foundation; National Health and Medical Research Council; European Respiratory Society; Queen's University; Cystic Fibrosis Canada; Queen's University Belfast; Queensland Health","keywords":"Bronchiectasis; Pseudomonas aeruginosa; Medicine; Sputum; Cystic fibrosis; COPD; Aerosol; Internal medicine; Genotyping; Airborne transmission; Respiratory disease; Sputum culture; Microbiology; Lung; Immunology; Disease; Bacteria; Genotype; Pathology; Biology; Tuberculosis; Coronavirus disease 2019 (COVID-19)","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":[0.0001197606,0.0001073788,0.0004378553,0.0001389382,0.00001024671,0.000001825999,0.00008500082,0.00008793073,0.0003886804],"category_scores_gemma":[0.0001220279,0.00009061083,0.00005084592,0.0001534013,0.0002651945,0.00006359451,0.00005023674,0.0001512776,0.000006035967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006388745,"about_ca_system_score_gemma":0.0001845965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008452027,"about_ca_topic_score_gemma":0.000008362157,"domain_scores_codex":[0.9988938,0.00009751305,0.000297575,0.0002635874,0.0001991011,0.0002484497],"domain_scores_gemma":[0.9992389,0.0002314795,0.00008825594,0.0002560443,0.00005432956,0.0001309755],"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":[0.003605229,0.00008807042,0.044893,0.001170713,0.00002447286,0.00004034704,0.0001406557,0.00008226512,0.9262487,0.00005867469,0.000009483875,0.02363834],"study_design_scores_gemma":[0.002134262,0.001271273,0.9609153,0.000459447,0.00003339984,0.00003640579,0.00005313615,0.001295614,0.03070074,0.0004040882,0.002597584,0.00009876853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940633,0.004567098,0.00003073399,0.0004782278,0.00003783173,0.0004923854,0.00003122373,0.000007655525,0.0002915274],"genre_scores_gemma":[0.998854,0.0003946298,0.0004873394,0.00001390519,0.0000417148,0.00001467407,0.00001788427,0.0000137918,0.0001620665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9160223,"threshold_uncertainty_score":0.4255777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007924757371916133,"score_gpt":0.280234594827797,"score_spread":0.2723098374558809,"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."}}