{"id":"W4224210805","doi":"10.1016/j.healun.2022.01.175","title":"Pulmonary Endotoxin is Associated with Reflux, Inflammation, and Adverse Outcomes in Lung Transplant Recipients","year":2022,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; Canadian Transplant Association","funders":"","keywords":"Medicine; GERD; Lung; Gastroenterology; Lung transplantation; Reflux; Internal medicine; Microbiome; Inflammation; Immunology; Disease","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":[0.001321188,0.0003353124,0.0006262855,0.0005998657,0.0003203597,0.0012105,0.000351093,0.0006901648,0.001169709],"category_scores_gemma":[0.003303217,0.0002222035,0.0006698853,0.0008155696,0.0004474231,0.0005954365,0.0007789684,0.0009951626,0.0001541586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002972004,"about_ca_system_score_gemma":0.0004537384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008370198,"about_ca_topic_score_gemma":0.0008059284,"domain_scores_codex":[0.9989504,0.0004267306,0.0001494659,0.0001056921,0.0001736234,0.0001941684],"domain_scores_gemma":[0.9974477,0.000339231,0.001511147,0.0001329953,0.0001387555,0.0004300978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004716283,0.000094837,0.9971018,0.00002141993,0.00012128,0.00008968298,0.00002669526,0.00002377015,0.0003515675,0.00002681368,0.00003543388,0.001635006],"study_design_scores_gemma":[0.0000207942,0.0002946951,0.998613,0.00001707109,0.0000963109,0.0003094563,0.0001723585,0.0001777678,0.0001117281,0.00006502325,0.000115631,0.000006209537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982217,0.001138643,0.0001371899,0.0001211916,0.00002111497,0.000005523499,0.00006775575,0.00000302241,0.0002839373],"genre_scores_gemma":[0.9992492,0.0003114378,0.0001157837,0.00005002259,0.00005503981,0.000005371134,0.000116132,0.000001421513,0.00009565575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001321188,"threshold_uncertainty_score":0.006987154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138061271220246,"score_gpt":0.2857943064495564,"score_spread":0.2719881793275318,"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."}}