{"id":"W4387440432","doi":"10.1080/14787210.2023.2268287","title":"Hospital-acquired bacterial pneumonia (HABP) and ventilator-associated bacterial pneumonia (VABP) in Canada: treatment update and the role of new IV antimicrobials","year":2023,"lang":"en","type":"review","venue":"Expert Review of Anti-infective Therapy","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Antimicrobial; Medicine; Intensive care medicine; Pneumonia; Antibiotic resistance; Empiric therapy; Tazobactam; Cephalosporin; Antibiotics; Internal medicine; Microbiology; Biology","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":[0.003729126,0.0006398042,0.001566633,0.008228763,0.001233958,0.002724817,0.001702621,0.001912608,0.005292759],"category_scores_gemma":[0.01494361,0.0003428535,0.001423629,0.01145372,0.001261928,0.001656426,0.0009988948,0.002004958,0.0006230812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02182851,"about_ca_system_score_gemma":0.08703034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7072329,"about_ca_topic_score_gemma":0.854504,"domain_scores_codex":[0.9972928,0.0003290747,0.0005601236,0.0002268601,0.001305857,0.0002853138],"domain_scores_gemma":[0.9702414,0.006401892,0.003053853,0.0001543295,0.01877625,0.001372277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002296483,0.00005731836,0.007636278,0.10118,0.0005275465,0.000485841,0.0007220363,0.0005376876,0.0004925006,0.003665027,0.1874046,0.6970615],"study_design_scores_gemma":[0.0001072283,0.0001160612,0.02648447,0.1764906,0.00238347,0.001440122,0.001361234,0.0005379074,0.0003836366,0.001368949,0.7892207,0.0001056272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005533986,0.9882913,0.00008125043,0.007881899,0.0004355778,0.00001591282,0.0005673387,0.00001111187,0.002162143],"genre_scores_gemma":[0.006862178,0.9882819,0.0005069055,0.002932564,0.0004337166,0.00001451174,0.0005739552,0.000006399935,0.0003879192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2927671,"threshold_uncertainty_score":0.5889825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220334314121095,"score_gpt":0.3199317082426524,"score_spread":0.2978982768305429,"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."}}