{"id":"W2093303067","doi":"10.1016/j.healun.2009.11.587","title":"569: Effects of Piperacillin -Tazobactam Perioperative Pneumonia Prophylaxis on Outcomes in the First 30 days Post Lung Transplantation","year":2010,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Piperacillin/tazobactam; Medicine; Perioperative; Piperacillin; Tazobactam; Pneumonia; Antibiotics; Lung transplantation; Incidence (geometry); Antibiotic prophylaxis; Lung; Intensive care medicine; Internal medicine; Surgery; Pseudomonas aeruginosa; Microbiology; Bacteria; Biology","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":[0.0008295343,0.0002835839,0.0007657369,0.0001940528,0.0002562968,0.0005877006,0.0002816176,0.0006323569,0.002768374],"category_scores_gemma":[0.003372391,0.0001573759,0.001474249,0.0002130888,0.0002342854,0.0004615132,0.000355117,0.001413483,0.0002563051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101991,"about_ca_system_score_gemma":0.0008841062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001513962,"about_ca_topic_score_gemma":0.002808025,"domain_scores_codex":[0.9996035,0.0001307671,0.0000407569,0.00004966124,0.00005324469,0.0001220692],"domain_scores_gemma":[0.9984055,0.0005382046,0.0003681918,0.00008877002,0.00007667533,0.0005225809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.474538,0.01028828,0.3918797,0.0005827419,0.002557244,0.0006593243,0.0002970728,0.001157809,0.008273882,0.000342892,0.002465654,0.1069574],"study_design_scores_gemma":[0.006349465,0.05759867,0.9299145,0.0001359311,0.001528114,0.0003009493,0.0002177112,0.0007275512,0.001969615,0.0002146163,0.0009984934,0.00004443505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981986,0.0007391812,0.00002490399,0.0001801762,0.00008561974,0.00001168678,0.000146413,0.000002724885,0.0006106935],"genre_scores_gemma":[0.9989033,0.000323849,0.00004840945,0.0000944667,0.00008081537,0.00001379813,0.0001438758,0.00000174319,0.0003896969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002768374,"threshold_uncertainty_score":0.009261131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006889816637746196,"score_gpt":0.2855468289114145,"score_spread":0.2786570122736683,"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."}}