{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007126154,0.0002837924,0.0004379771,0.0005526788,0.0006045428,0.0005246244,0.0003584035,0.000867332,0.002094008],"category_scores_gemma":[0.002191204,0.0001691178,0.0002207246,0.0003796414,0.0003631768,0.0005100673,0.0005859137,0.0003374384,0.0002027566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467546,"about_ca_system_score_gemma":0.0002892177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001906391,"about_ca_topic_score_gemma":0.002126099,"domain_scores_codex":[0.9995317,0.000105052,0.00005565279,0.0001411443,0.00008579094,0.00008064357],"domain_scores_gemma":[0.998978,0.0001934719,0.0003977183,0.00006313647,0.0001621962,0.0002054055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002412588,0.0001052048,0.9925768,0.00006278989,0.00003757342,0.0002272854,0.0001803934,0.00001637337,0.003720154,0.00001793286,0.00005225964,0.002761809],"study_design_scores_gemma":[0.000009737783,0.0003116951,0.998629,0.00001088733,0.00001893468,0.0004855141,0.0001913295,0.00005001558,0.0002000881,0.00002155528,0.00006939884,0.000001852999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993399,0.0003100965,0.00005405623,0.00002875039,0.000002759789,0.00001087978,0.00006121946,0.000001427946,0.0001908375],"genre_scores_gemma":[0.9996661,0.00007591752,0.00007525019,0.00002194896,0.000007523063,0.000008005542,0.00007666576,7.292504e-7,0.00006776577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002094008,"threshold_uncertainty_score":0.007005155,"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."}}