{"id":"W7097679021","doi":"","title":"RESEARCH B Epidemiology of Burkholderia cepacia Complex in Patients","year":2013,"lang":"en","type":"article","venue":"","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burkholderia cepacia complex; Cystic fibrosis; Burkholderia; Typing; Molecular epidemiology; Burkholderia cenocepacia; Epidemiology; Lung infection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002626379,0.0001708588,0.0001643836,0.0006626109,0.0005685548,0.0005216942,0.0002339718,0.0004231005,0.001807948],"category_scores_gemma":[0.001300823,0.0001441592,0.0001318419,0.0007892486,0.0003724617,0.0002754479,0.0003128928,0.0003477867,0.0002238127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335281,"about_ca_system_score_gemma":0.001119385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1597642,"about_ca_topic_score_gemma":0.1241235,"domain_scores_codex":[0.9994337,0.0001081784,0.00005314561,0.00009132409,0.0001447346,0.0001688339],"domain_scores_gemma":[0.9991332,0.00006746998,0.0003235675,0.00002495592,0.0001739026,0.00027695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002644163,0.00001425543,0.9975525,0.000008794694,0.000006294229,0.00016185,0.0001305225,0.000009632286,0.0004654056,0.00001784928,0.0002174045,0.001389041],"study_design_scores_gemma":[0.000004052255,0.0001094007,0.9975322,0.00002355801,0.000007083927,0.0009614476,0.0005726733,0.00005660571,0.0000855701,0.00001295753,0.0006311833,0.000003155223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975091,0.0006657437,0.00007072776,0.0001972777,0.000004690009,0.00002284705,0.0003581424,0.000004909747,0.001166526],"genre_scores_gemma":[0.9993035,0.0002796693,0.00006169835,0.00009540038,0.00000765507,0.000005528039,0.0001416509,0.000001031513,0.0001038933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1597642,"threshold_uncertainty_score":0.3176686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635820497817362,"score_gpt":0.4559273132199867,"score_spread":0.2923452634382505,"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."}}