{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004848418,0.0001001744,0.0001904597,0.00006238675,0.0001337965,0.00002984026,0.00009012051,0.0000346596,0.000141166],"category_scores_gemma":[0.00004035483,0.00006285316,0.00004948656,0.0002754035,0.0004451588,0.0003128537,0.00001766351,0.00008652209,0.000009903535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003154682,"about_ca_system_score_gemma":0.0000284264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001186976,"about_ca_topic_score_gemma":0.000001576125,"domain_scores_codex":[0.9987957,0.00002731095,0.0001603151,0.0002163746,0.0003891848,0.0004110582],"domain_scores_gemma":[0.9992858,0.0001469797,0.00002338291,0.0001304841,0.00002724749,0.0003861427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000425045,0.0001081659,0.9889333,0.00002380975,0.000003671877,0.00004024518,0.002344471,8.515725e-8,0.004076171,0.001270968,0.000003833142,0.00315276],"study_design_scores_gemma":[0.001272599,0.00005969715,0.9885972,0.00006192536,0.00002769322,0.0007428575,0.0001824778,0.0000602134,0.003175176,0.00001677997,0.005666076,0.0001372893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928094,0.0002336426,0.001088357,0.0005939802,0.0002694384,0.0001406731,0.000005260049,0.00004218813,0.004817038],"genre_scores_gemma":[0.9945814,0.00004864177,0.004721446,0.0003634072,0.00005510858,0.000008633797,0.000001664814,0.00000463683,0.0002150726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005662243,"threshold_uncertainty_score":0.2563078,"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."}}