{"id":"W1998777754","doi":"10.1164/rccm.200309-1306oc","title":"Adult Cystic Fibrosis Exacerbations and New Strains of <i>Pseudomonas aeruginosa</i>","year":2003,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa; Dalhousie University","funders":"","keywords":"Pseudomonas aeruginosa; Exacerbation; Cystic fibrosis; Medicine; Sputum; Antibiotics; Internal medicine; Gastroenterology; Microbiology; Pathology; Bacteria; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003805,0.0001722703,0.0007096418,0.0002268587,0.00007588047,0.00001131683,0.00007725444,0.0000434155,0.0001134199],"category_scores_gemma":[0.007629824,0.0001252538,0.00007586903,0.0003698169,0.002202689,0.0001273483,0.00002122057,0.0003608421,7.784587e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004231687,"about_ca_system_score_gemma":0.0003891019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003767254,"about_ca_topic_score_gemma":0.00000852762,"domain_scores_codex":[0.9980659,0.0002002783,0.0006169384,0.0001975687,0.0006396946,0.0002795755],"domain_scores_gemma":[0.9969394,0.0009740264,0.0001791116,0.0001846843,0.0008848389,0.0008378995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003217984,0.0004885358,0.1317724,0.003224593,0.0004235391,0.00107589,0.007844216,0.00001516515,0.2911819,0.0421041,0.007786432,0.5108653],"study_design_scores_gemma":[0.0368127,0.2136244,0.2895849,0.01439995,0.004741123,0.01017664,0.2076848,0.00006296219,0.05377346,0.008807099,0.1583982,0.001933778],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620252,0.02675604,0.004792536,0.004332968,0.0001483653,0.0002124519,0.000024506,0.0000143452,0.001693547],"genre_scores_gemma":[0.9899647,0.0002959213,0.008434304,0.001010161,0.0002504821,0.000002279262,0.000001389853,0.00001668263,0.00002410384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5089315,"threshold_uncertainty_score":0.9134163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124520512224798,"score_gpt":0.3294247047595358,"score_spread":0.3081794996372879,"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."}}