{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005875259,0.0002569795,0.0003550899,0.0004143586,0.0005008617,0.0004699662,0.0002126407,0.000770201,0.001414575],"category_scores_gemma":[0.006121766,0.0002347234,0.0002174615,0.0003562467,0.0005057611,0.00073009,0.0003742342,0.0005577814,0.0002026978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250991,"about_ca_system_score_gemma":0.0002347546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587623,"about_ca_topic_score_gemma":0.001295922,"domain_scores_codex":[0.9994261,0.0001352236,0.00007263153,0.0001008458,0.0001087062,0.0001564717],"domain_scores_gemma":[0.9950318,0.001253033,0.002719505,0.0001844955,0.0002684831,0.0005426778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001520324,0.00003570758,0.9966556,0.000008523954,0.000008175804,0.0005294136,0.00007326239,0.00003476568,0.0003777173,0.00002151469,0.00007332187,0.002029836],"study_design_scores_gemma":[0.00002236667,0.0005350225,0.988499,0.00001618186,0.00002974415,0.009466972,0.0002483285,0.0004613988,0.0002930136,0.00008609729,0.0003351227,0.000006812099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993962,0.0002266878,0.00008582505,0.00006983339,0.00000365082,0.000005212067,0.00002000554,0.000003001033,0.0001895154],"genre_scores_gemma":[0.9995864,0.00008853563,0.0001191153,0.00006772368,0.0000293741,0.000003711728,0.00005101546,9.79319e-7,0.00005307891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001587623,"threshold_uncertainty_score":0.004732192,"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."}}