{"id":"W2809405020","doi":"10.1513/annalsats.201801-007oc","title":"Epidemiology of Clonal <i>Pseudomonas Aeruginosa</i> Infection in a Canadian Cystic Fibrosis Population","year":2018,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hamilton Health Sciences; Centre Hospitalier Universitaire Sainte-Justine; McMaster University; St. Paul's Hospital; St. Michael's Hospital; Hôtel-Dieu de Montréal; Hospital for Sick Children; University of British Columbia; Hotel Dieu Hospital; BC Children's Hospital; University of Toronto","funders":"","keywords":"Cystic fibrosis; Medicine; Pseudomonas aeruginosa; Internal medicine; Population; Genotype; Genotyping; Exacerbation; Body mass index; Multilocus sequence typing; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006355782,0.0003663714,0.0002955308,0.0014731,0.002045358,0.001036382,0.000901524,0.0004817581,0.001411337],"category_scores_gemma":[0.001717662,0.0002515062,0.0003477804,0.002774206,0.00120966,0.0003408382,0.000768178,0.0005125764,0.0001016603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01497251,"about_ca_system_score_gemma":0.0202629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874358,"about_ca_topic_score_gemma":0.9822369,"domain_scores_codex":[0.9990896,0.00006415556,0.00004753794,0.0001821613,0.0003422588,0.0002743164],"domain_scores_gemma":[0.9984235,0.00007455812,0.0004691033,0.00003967687,0.0005639935,0.0004292554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002782113,0.00001130559,0.9958716,0.00002639197,0.00002583723,0.00009667092,0.0003362272,0.0001240294,0.0003921284,0.00008249342,0.0003443297,0.002661219],"study_design_scores_gemma":[0.000002876518,0.0000274183,0.9985469,0.0000196009,0.00001431498,0.0001881118,0.0005302356,0.0002282701,0.00004168914,0.00002481976,0.0003680452,0.000007656828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962206,0.0007457928,0.0001770219,0.0003913486,0.000005159811,0.00003182309,0.001110445,0.00001185823,0.00130604],"genre_scores_gemma":[0.9990283,0.0003547169,0.0001493185,0.00007127711,0.000003875707,0.000005406987,0.0002917933,0.000002067158,0.00009312313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497251,"threshold_uncertainty_score":0.1086336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07822288803534135,"score_gpt":0.433588623311911,"score_spread":0.3553657352765697,"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."}}