{"id":"W2223594321","doi":"10.1111/ajt.13562","title":"Ex Vivo Perfusion Treatment of Infection in Human Donor Lungs","year":2016,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Antibiotics; Bronchoalveolar lavage; Lung transplantation; Transplantation; Ex vivo; Lung; Perfusion; Azithromycin; Meropenem; Ciprofloxacin; In vivo; Internal medicine; Antibiotic resistance; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005517364,0.0004727929,0.0005432799,0.0001609218,0.0001553514,0.0002195553,0.0003066048,0.0003732102,0.001824914],"category_scores_gemma":[0.0002049281,0.000142781,0.0003469851,0.000104218,0.0003515872,0.0003072599,0.0002881374,0.0007173547,0.0002506999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009052798,"about_ca_system_score_gemma":0.0001636965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006711912,"about_ca_topic_score_gemma":0.00008950385,"domain_scores_codex":[0.9996495,0.000126307,0.00002452205,0.0000819889,0.00005461607,0.00006298951],"domain_scores_gemma":[0.9998385,0.00004191388,0.00003878541,0.00002858881,0.00001149003,0.00004076602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005667454,0.001640394,0.0008662394,0.0001781449,0.00002395148,0.0002229803,0.0000440531,0.0002928571,0.9787526,0.0001019623,0.0001332319,0.01207611],"study_design_scores_gemma":[0.0009553511,0.06405125,0.01875448,0.00004910658,0.0001203394,0.002130052,0.0001091738,0.002412469,0.90751,0.0001476156,0.003727606,0.00003254249],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872678,0.002030826,0.009540251,0.00006595248,0.00008715473,0.0002169491,0.0001235645,0.00005587288,0.0006116527],"genre_scores_gemma":[0.9930482,0.0007683379,0.004633395,0.00007977866,0.0000352459,0.0003756441,0.0003323132,0.000008975672,0.0007181411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001824914,"threshold_uncertainty_score":0.006104946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733488969304461,"score_gpt":0.329167163390911,"score_spread":0.3118322736978664,"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."}}