{"id":"W2462474223","doi":"","title":"Characterization of Pseudomonas aeruginosa Isolates Obtained from Patients in Canadian Intensive Care Units (ICUs) as Part of the CAN-ICU Study","year":2007,"lang":"en","type":"article","venue":"45th Annual Meeting","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Intensive care; Pseudomonas aeruginosa; Intensive care medicine; Intensive care unit; Medicine; Microbiology; Biology; Bacteria","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":[0.0005696439,0.0006728676,0.0009738309,0.002598569,0.002918668,0.00148457,0.0007725368,0.0008312941,0.001632293],"category_scores_gemma":[0.002225089,0.0003891464,0.0007473429,0.004558095,0.0008159489,0.0003197555,0.0007130713,0.000736377,0.0004750616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004162343,"about_ca_system_score_gemma":0.007565858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6677369,"about_ca_topic_score_gemma":0.728163,"domain_scores_codex":[0.9980458,0.00009922621,0.0001392551,0.0002505261,0.00084161,0.0006235787],"domain_scores_gemma":[0.9984206,0.0001099027,0.000136508,0.0000447273,0.0009353437,0.0003528275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002594216,0.0009891376,0.8725185,0.0004962898,0.0002435553,0.003862761,0.004904099,0.0002536074,0.09557322,0.0002364458,0.004417641,0.01391052],"study_design_scores_gemma":[0.00004861922,0.0004221314,0.9884197,0.00002412633,0.00009858682,0.001389345,0.002280741,0.0001454979,0.004194778,0.00001159918,0.002948425,0.00001657339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933162,0.0005503289,0.0002094071,0.0002095729,0.00004140817,0.0002915645,0.003227299,0.00001088636,0.002143319],"genre_scores_gemma":[0.9867172,0.000849643,0.001239415,0.0007079237,0.00008088224,0.0001501216,0.007816372,0.00002078617,0.00241758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3322631,"threshold_uncertainty_score":0.6684397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260043627623286,"score_gpt":0.2612075393748126,"score_spread":0.2486071030985797,"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."}}