{"id":"W2056082536","doi":"10.4212/cjhp.v62i3.791","title":"Identifying Missed Opportunities to Curtail Antimicrobial Therapy for Presumed Ventilator-Associated Pneumonia Using the Clinical Pulmonary Infection Score","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Providence Health Care; Interior Health; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Discontinuation; Medicine; Pneumonia; Intensive care unit; Antimicrobial; Ventilator-associated pneumonia; Intensive care medicine; Internal medicine; Observational study; Adverse effect; Emergency medicine","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":[0.004038755,0.000518408,0.0006427967,0.001842057,0.0003552467,0.0009388037,0.0007193591,0.0005814135,0.001319362],"category_scores_gemma":[0.01171126,0.0003140991,0.0005907591,0.0009406571,0.00023746,0.0007888866,0.0009256331,0.0008205864,0.0002516626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006593551,"about_ca_system_score_gemma":0.001216354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002396823,"about_ca_topic_score_gemma":0.005465663,"domain_scores_codex":[0.995584,0.002012053,0.0007123206,0.0003893055,0.0008968824,0.0004055384],"domain_scores_gemma":[0.9847761,0.003299212,0.008943412,0.0002511873,0.001117683,0.001612425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009332893,0.00005169609,0.9969171,0.00001355757,0.00002312696,0.00002732053,0.00003181601,0.00003523572,0.00007408275,0.000003790564,0.0001314273,0.002597456],"study_design_scores_gemma":[0.00002486959,0.0004212784,0.9977643,0.00001900319,0.00003065001,0.0002074061,0.0001022312,0.001125061,0.0001414723,0.0000188958,0.0001371892,0.00000769807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983826,0.0002646662,0.0003568613,0.0001597563,0.000009974492,0.0000740223,0.0002291654,0.000009575292,0.0005134571],"genre_scores_gemma":[0.998822,0.0001011971,0.0007209082,0.0000310938,0.00001949263,0.00003805822,0.0002022245,0.0000018079,0.00006308658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004038755,"threshold_uncertainty_score":0.02135921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2221430545539403,"score_gpt":0.4145127702830673,"score_spread":0.192369715729127,"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."}}