{"id":"W2011638770","doi":"10.1186/1471-2334-14-393","title":"Antimicrobial co-resistance patterns of gram-negative bacilli isolated from bloodstream infections: a longitudinal epidemiological study from 2002–2011","year":2014,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Ciprofloxacin; Antibiotic resistance; Ceftazidime; Piperacillin; Microbiology; Antimicrobial; Tazobactam; Medicine; Drug resistance; Amikacin; Biology; Imipenem; Antibiotics; Pseudomonas aeruginosa; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001913774,0.0004446136,0.0009410109,0.0001303548,0.000375672,0.00002735086,0.0002712207,0.0003448513,0.002163316],"category_scores_gemma":[0.0006765776,0.0003581512,0.0003380496,0.0001616786,0.0004332693,0.0001263409,0.000101626,0.0003471201,0.000671087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005194035,"about_ca_system_score_gemma":0.00008168826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006705234,"about_ca_topic_score_gemma":0.007194589,"domain_scores_codex":[0.9968001,0.001157461,0.0007148115,0.0007743626,0.00007719648,0.000476079],"domain_scores_gemma":[0.996933,0.001761688,0.0004839813,0.000572808,0.0001678426,0.0000806932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004227243,0.003711861,0.9875355,0.00004482542,0.000809386,0.000009984126,0.0001945097,0.00002593603,0.00471768,0.00007295187,0.002295148,0.00015946],"study_design_scores_gemma":[0.004095558,0.000769256,0.9886163,0.0001838458,0.0006394829,0.000007033263,0.0002947244,0.00001416365,0.003889919,0.0005802669,0.0004568762,0.0004525137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879307,0.001359853,0.006810996,0.00001932123,0.0006665546,0.0006181263,0.001996364,0.0002491072,0.0003489829],"genre_scores_gemma":[0.9986297,0.0001551044,0.0000659053,0.0000915712,0.0001528436,0.00003074542,0.0004132269,0.00002985815,0.0004309779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01069907,"threshold_uncertainty_score":0.9999092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552305524783787,"score_gpt":0.2580122813351516,"score_spread":0.2424892260873137,"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."}}