{"id":"W2011259190","doi":"10.1186/cc5249","title":"Outcomes from ventilator-associated pneumonia caused by multidrug-resistant organisms or Pseudomonas: results from 28 intensive care units","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; McMaster University; University of Alberta; University of British Columbia; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ventilator-associated pneumonia; Pneumonia; Intensive care medicine; Intensive care; Pseudomonas aeruginosa; Multiple drug resistance; Intensive care unit; Microbiology; Emergency medicine; Drug resistance; Internal medicine; Bacteria; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003606018,0.0004266748,0.00101633,0.0009065895,0.0004522973,0.0008765562,0.0007221348,0.0005113288,0.001221083],"category_scores_gemma":[0.01269765,0.0002979085,0.000567555,0.001564588,0.0003785572,0.0008022208,0.001004049,0.0006221469,0.0002113305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005856136,"about_ca_system_score_gemma":0.0006411361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822935,"about_ca_topic_score_gemma":0.005890884,"domain_scores_codex":[0.9946833,0.002846219,0.0007425209,0.0005857291,0.000766075,0.0003760789],"domain_scores_gemma":[0.9860264,0.004627061,0.005838075,0.0009596847,0.001313659,0.001235137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007809343,0.0001210029,0.9968666,0.00003821939,0.0002848735,0.00002351415,0.00008799396,0.00005901036,0.000157142,0.00001352096,0.0001685759,0.001398613],"study_design_scores_gemma":[0.0003202962,0.000602864,0.9976477,0.00001838485,0.0002132221,0.0001384569,0.0002528022,0.0002883713,0.0002511475,0.00002719632,0.0002286957,0.0000107515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999033,0.0001486191,0.0000466575,0.00005386109,0.00000298966,0.000021793,0.0005630527,0.000001452567,0.0001285881],"genre_scores_gemma":[0.9981627,0.00006814704,0.0001002748,0.00006364014,0.00001428672,0.00004875919,0.001496236,0.000002734528,0.00004334586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003606018,"threshold_uncertainty_score":0.01907068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0408255884576961,"score_gpt":0.3360630521430088,"score_spread":0.2952374636853127,"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."}}