{"id":"W1970698892","doi":"10.1128/aac.01538-07","title":"Antimicrobial-Resistant Pathogens in Intensive Care Units in Canada: Results of the Canadian National Intensive Care Unit (CAN-ICU) Study, 2005-2006","year":2008,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Microbiology; Linezolid; Tigecycline; Enterococcus faecium; Clindamycin; Enterococcus; Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Medicine; Streptococcus pneumoniae; Vancomycin; Biology; Antimicrobial; Antibiotics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006962479,0.0005504935,0.0005306193,0.001633688,0.002506585,0.001467276,0.001037679,0.000534882,0.001359607],"category_scores_gemma":[0.002260876,0.0004492647,0.0006104533,0.004763514,0.000542331,0.0004624001,0.0008220945,0.000767106,0.000218428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03515054,"about_ca_system_score_gemma":0.02975075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936284,"about_ca_topic_score_gemma":0.9970318,"domain_scores_codex":[0.9983602,0.00006658025,0.0001109504,0.0002087057,0.000865099,0.0003884981],"domain_scores_gemma":[0.9967486,0.00006508805,0.000625709,0.00005112495,0.001834752,0.0006747972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173814,0.00004392824,0.9924206,0.00007906691,0.00006354471,0.0001043617,0.0003256614,0.0001226543,0.0002039033,0.00004485342,0.001883164,0.004590781],"study_design_scores_gemma":[0.000009901833,0.00002656943,0.9978378,0.00004397976,0.00002984639,0.00008150578,0.0004014818,0.0001782475,0.00007825137,0.000006929002,0.001297295,0.000008221537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708124,0.003487988,0.0002553657,0.0006113124,0.00005279594,0.0001916441,0.01900227,0.00003679187,0.005549394],"genre_scores_gemma":[0.9899161,0.001454592,0.0005520305,0.0003884214,0.00002499584,0.00003949573,0.006064604,0.00001059687,0.001549106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03515054,"threshold_uncertainty_score":0.2550362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756523067184191,"score_gpt":0.2572934818786312,"score_spread":0.2297282512067892,"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."}}