{"id":"W2075244789","doi":"10.4236/ss.2012.36062","title":"Lung Transplant and Outcomes: A Single-Center Experience","year":2012,"lang":"en","type":"article","venue":"Surgical Science","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bronchiectasis; Lung; Lymphangioleiomyomatosis; Lung transplantation; Single Center; Stage (stratigraphy); Sepsis; Pulmonary hypertension; Cystic fibrosis; Pulmonary fibrosis; Surgery; Idiopathic pulmonary fibrosis; Retrospective cohort study; Bronchiolitis obliterans; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001308576,0.0006235815,0.0005667277,0.001019731,0.001052436,0.001281278,0.0004467721,0.0008603922,0.002338213],"category_scores_gemma":[0.002968364,0.0003209102,0.0005785638,0.0009789906,0.0006453702,0.0008199484,0.0009631091,0.0007346513,0.0005362629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000844838,"about_ca_system_score_gemma":0.0006833473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008689699,"about_ca_topic_score_gemma":0.001360141,"domain_scores_codex":[0.9988514,0.0003236417,0.0001401563,0.0001996856,0.0002414229,0.0002436163],"domain_scores_gemma":[0.9977961,0.0004022748,0.0005078202,0.0001729026,0.000167233,0.0009538198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004540338,0.001194691,0.9585091,0.00007344567,0.0001106177,0.01817873,0.0009836274,0.0003418019,0.001352734,0.0001361964,0.001063668,0.01760144],"study_design_scores_gemma":[0.0002768764,0.006673829,0.8529351,0.0001646633,0.0001346013,0.1319685,0.002471959,0.001479088,0.001452993,0.0003327121,0.001999313,0.0001103916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980803,0.0006400888,0.0003822359,0.0001492238,0.00002279186,0.00003546878,0.0001099173,0.00001084829,0.0005691628],"genre_scores_gemma":[0.9988806,0.0003561361,0.0002826125,0.00009255497,0.00006202071,0.00001892413,0.0001468716,0.000006438799,0.0001538709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002338213,"threshold_uncertainty_score":0.007822037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334929173200858,"score_gpt":0.3640560300098395,"score_spread":0.320706738277831,"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."}}