{"id":"W3080402613","doi":"10.3138/jammi-2020-0003","title":"<i>Pseudomonas aeruginosa</i> infection in intensive care: Epidemiology, outcomes, and antimicrobial susceptibilities","year":2020,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Antimicrobial; Internal medicine; Epidemiology; Intensive care unit; Pseudomonas aeruginosa; Empiric therapy; APACHE II; Intensive care medicine; Biology; Pathology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006794941,0.0002567074,0.0002265153,0.0009302479,0.0003112633,0.0007335834,0.0002697388,0.0003536901,0.001475947],"category_scores_gemma":[0.003490801,0.0001361888,0.0001715913,0.0008070924,0.0004951447,0.0005824371,0.000449032,0.00038374,0.0002673553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215659,"about_ca_system_score_gemma":0.0003725274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105151,"about_ca_topic_score_gemma":0.0008282477,"domain_scores_codex":[0.9993699,0.0002073313,0.00009850223,0.00008025383,0.0001358109,0.0001082074],"domain_scores_gemma":[0.9958834,0.0005258173,0.002668494,0.00008522303,0.000315185,0.0005218619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002905636,0.00001852452,0.9976688,0.00002016262,0.00001150135,0.0002153366,0.00004909187,0.00002838966,0.0001593752,0.00001069357,0.0001626603,0.001626377],"study_design_scores_gemma":[0.000005466812,0.00009924607,0.9962655,0.00003736996,0.00001085055,0.002857262,0.0001963089,0.000166616,0.0001052431,0.00004780201,0.0002032994,0.000004989437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983558,0.0007791903,0.0001124032,0.0001957037,0.000005881954,0.000009596198,0.0001290849,0.000006650732,0.0004057519],"genre_scores_gemma":[0.9992309,0.0003084973,0.0001087728,0.00005033579,0.00005447717,0.000008462363,0.0002080767,0.000001840689,0.00002874383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001475947,"threshold_uncertainty_score":0.004937589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119989698919518,"score_gpt":0.2639901584557115,"score_spread":0.2527902614665163,"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."}}