{"id":"W2142776515","doi":"10.12927/hcq.2008.19662","title":"Prevention of Ventilator-Associated Pneumonia in the Calgary Health Region: A Canadian Success Story!","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; BC Cancer Agency; Calgary General Hospital; Foothills Medical Centre; Rockyview General Hospital; Alberta Health Services","funders":"","keywords":"Ventilator-associated pneumonia; Pneumonia; Medicine; Intensive care medicine; Psychological intervention; Health care; Multidisciplinary team; Multidisciplinary approach; Infection control; Public health; Incidence (geometry); Best practice; Nursing; Internal medicine; Political science","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":[0.003182296,0.0006826775,0.000559216,0.0009934765,0.01210817,0.004596548,0.001761179,0.004017905,0.005891527],"category_scores_gemma":[0.008589485,0.0003479013,0.0008715442,0.00191516,0.003998477,0.001973802,0.003251759,0.007382121,0.0006091026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05151669,"about_ca_system_score_gemma":0.1967954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924131,"about_ca_topic_score_gemma":0.9948716,"domain_scores_codex":[0.9957508,0.0004288592,0.0001074741,0.0001750372,0.001765792,0.001772074],"domain_scores_gemma":[0.9901737,0.0005708073,0.0002740846,0.0001316916,0.003656776,0.005192858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002083922,0.0002939,0.03710081,0.001046839,0.0001708645,0.001756924,0.008165536,0.0007460514,0.001062195,0.02312015,0.7168651,0.2094632],"study_design_scores_gemma":[0.0002652879,0.0003837208,0.1578711,0.00219383,0.0003277026,0.001004717,0.02838595,0.0007018006,0.0006956541,0.00462373,0.8032227,0.0003237607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01476559,0.02300018,0.000314143,0.9350934,0.002339488,0.000030932,0.0004144764,0.00007252413,0.02396929],"genre_scores_gemma":[0.5071359,0.1122985,0.005586211,0.3310734,0.003517598,0.00009614509,0.00109362,0.0002898182,0.03890886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05151669,"threshold_uncertainty_score":0.3737814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095111963028774,"score_gpt":0.327951818637733,"score_spread":0.2870006990074452,"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."}}