{"id":"W4387314002","doi":"10.14740/jcs467","title":"Impact of Gastroesophageal Reflux Disease on Patients Undergoing Lung Transplantation for COVID-19: A Single Institution Retrospective Study","year":2023,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; GERD; Reflux; Lung transplantation; Disease; Retrospective cohort study; Single Center; Transplantation; Lung; Cohort; Surgery; Internal medicine; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008824165,0.0001411751,0.0004730594,0.0005833642,0.00008605783,0.00001356632,0.00004236587,0.00002573542,0.00001407825],"category_scores_gemma":[0.001159623,0.0001050165,0.0004951272,0.0003394328,0.00002918404,0.0001990915,0.000003547464,0.0001554927,0.000001006942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004173101,"about_ca_system_score_gemma":0.0007193992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003660102,"about_ca_topic_score_gemma":0.000004392142,"domain_scores_codex":[0.9983221,0.0001515011,0.000680552,0.0001443032,0.0005159191,0.0001856064],"domain_scores_gemma":[0.9979429,0.0008467672,0.0005314394,0.00009853151,0.0002734776,0.0003068825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006405401,0.001229599,0.9873686,0.0007757334,0.0001820663,0.0001318608,0.0007160615,0.0006643081,0.00009937777,0.00003028808,0.000451281,0.001945417],"study_design_scores_gemma":[0.003966918,0.001870219,0.9926391,0.000585157,0.0004887277,0.00001531548,0.00008042788,0.00007321381,0.00008127965,0.0001174515,0.00001112305,0.00007105615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861274,0.00009418456,0.01204177,0.0001013145,0.0009363289,0.0005166217,0.0001527464,0.00002280659,0.000006880098],"genre_scores_gemma":[0.9992609,0.0001982155,0.0001745977,0.00002997024,0.0001886544,0.000009398834,0.0001178795,0.00001455162,0.000005808767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01313357,"threshold_uncertainty_score":0.4282447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09392080418063299,"score_gpt":0.4276228584044133,"score_spread":0.3337020542237804,"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."}}