{"id":"W2102844320","doi":"10.1378/chest.06-2611","title":"Infection With Burkholderia cepacia Complex Bacteria and Pulmonary Exacerbations of Cystic Fibrosis","year":2007,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Ottawa","funders":"","keywords":"Burkholderia cepacia complex; Burkholderia cenocepacia; Microbiology; Burkholderia; Medicine; Sputum; Piperacillin; Exacerbation; Ciprofloxacin; Cystic fibrosis; Meropenem; Sputum culture; Antibiotics; Bacteria; Pseudomonas aeruginosa; Biology; Immunology; Internal medicine; Antibiotic resistance; Pathology","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":[0.0009937704,0.0003121202,0.0006558817,0.0008109907,0.0007832522,0.0007251315,0.0002652844,0.001898997,0.00212351],"category_scores_gemma":[0.006468532,0.0002666133,0.0003198781,0.000735854,0.00054049,0.0006973532,0.0004439955,0.0009520239,0.0002562993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637544,"about_ca_system_score_gemma":0.000536861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335711,"about_ca_topic_score_gemma":0.003258866,"domain_scores_codex":[0.999106,0.0004208756,0.0000873824,0.00004479042,0.0001645859,0.0001763356],"domain_scores_gemma":[0.9967411,0.00145599,0.0009245618,0.0001101483,0.0002094728,0.0005587665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002066095,0.0004307461,0.9781445,0.00007111565,0.00009135907,0.009403192,0.0003254746,0.00007922183,0.0012941,0.0001588882,0.0007707999,0.007164567],"study_design_scores_gemma":[0.00006055638,0.000445118,0.986379,0.00002924525,0.0000723199,0.01139093,0.0004645543,0.0002558623,0.0001192008,0.0002504332,0.0005227098,0.00001003598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912351,0.004644626,0.00008289955,0.00097604,0.00004118324,0.00001235919,0.00006869968,0.000004865577,0.002934147],"genre_scores_gemma":[0.99842,0.0009625326,0.00004210981,0.0001227326,0.0001861793,0.00000507514,0.00004945667,9.55391e-7,0.0002110432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003335711,"threshold_uncertainty_score":0.00710386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567597139371939,"score_gpt":0.3060800281215325,"score_spread":0.2804040567278131,"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."}}