{"id":"W2119688268","doi":"10.1164/rccm.2203011","title":"Epidemiology of <i>Pseudomonas aeruginosa</i> in Cystic Fibrosis in British Columbia, Canada","year":2002,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pseudomonas aeruginosa; Cystic fibrosis; Medicine; Epidemiology; Colonization; Molecular epidemiology; Pseudomonadaceae; Pathogen; Internal medicine; Genotype; Microbiology; Immunology; Genetics; Bacteria; Biology; Gene","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":[0.0002491221,0.0002938734,0.0002923303,0.001919634,0.002197252,0.00103446,0.0009359091,0.0005193694,0.001945858],"category_scores_gemma":[0.001286522,0.0003060437,0.0002018138,0.002819967,0.000681688,0.0002088534,0.0006545575,0.000484813,0.0002262779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01413397,"about_ca_system_score_gemma":0.01525929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914198,"about_ca_topic_score_gemma":0.9933341,"domain_scores_codex":[0.9994461,0.00005256072,0.00004138424,0.00007759589,0.000177211,0.0002052714],"domain_scores_gemma":[0.9986172,0.00007238321,0.0002067291,0.00002332435,0.0006521682,0.0004281823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007210811,0.00003486933,0.9750257,0.0001130178,0.00002832911,0.0007827552,0.001155473,0.0001853028,0.002149203,0.0002252911,0.002191809,0.01803612],"study_design_scores_gemma":[0.000004809051,0.00002871012,0.9959102,0.0001028245,0.00001239174,0.0004880632,0.001368861,0.0002175313,0.0001049368,0.00002925977,0.001719403,0.0000129418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880725,0.004594553,0.0002037281,0.0008831926,0.00002338676,0.0000749747,0.001406255,0.00002866862,0.004712631],"genre_scores_gemma":[0.9964631,0.001625526,0.0002133886,0.0002031063,0.000004846857,0.00001388908,0.0004023685,0.000005823677,0.001067883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413397,"threshold_uncertainty_score":0.1025497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087966535053725,"score_gpt":0.3103094681211377,"score_spread":0.2894298027706005,"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."}}