{"id":"W4401404245","doi":"10.1093/cid/ciae399","title":"Hospital-Acquired and Ventilator-Associated Pneumonia Early After Lung Transplantation: A Prospective Study on Incidence, Pathogen Origin, and Outcome","year":2024,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Mount Sinai Hospital; University of Toronto; Ottawa Hospital; University Health Network","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Pneumonia; Lung transplantation; Incidence (geometry); Ventilator-associated pneumonia; Intensive care medicine; Prospective cohort study; Transplantation; Respiratory disease; Lung; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001649628,0.000479033,0.0005742446,0.001080671,0.0006138079,0.001107462,0.0005044477,0.0008199762,0.001385345],"category_scores_gemma":[0.002685342,0.0005527592,0.0007744093,0.001665596,0.0005082975,0.001275007,0.0008920642,0.001083032,0.0004264462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003789918,"about_ca_system_score_gemma":0.000579398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002367894,"about_ca_topic_score_gemma":0.002353805,"domain_scores_codex":[0.9988159,0.0002974846,0.0001608643,0.0002737213,0.0001945253,0.000257449],"domain_scores_gemma":[0.9963707,0.0006003857,0.001599314,0.0002403875,0.0002825858,0.0009066862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001137641,0.00004476117,0.9994254,0.000004775567,0.0000246562,0.0000420077,0.00003301959,0.00001123281,0.00004890465,0.000003658009,0.00002030285,0.0002276525],"study_design_scores_gemma":[0.000009427808,0.0002399587,0.9990612,0.000008128953,0.00002459319,0.0002799986,0.0001930418,0.00007831003,0.00003013868,0.0000110678,0.00005934705,0.000004834874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994547,0.0001558372,0.00004073288,0.00001453003,0.000004076598,0.00000787071,0.0001945883,0.000001388782,0.0001262778],"genre_scores_gemma":[0.9993389,0.0001107387,0.00004214471,0.00002035836,0.00001227024,0.00001130734,0.0003943461,0.000001690757,0.00006812936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002367894,"threshold_uncertainty_score":0.008724213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707265148236581,"score_gpt":0.3916624405716263,"score_spread":0.3645897890892605,"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."}}