{"id":"W2096963724","doi":"10.1513/pats.2009008-088tl","title":"Lung Transplantation for Cystic Fibrosis","year":2009,"lang":"en","type":"article","venue":"Proceedings of the American Thoracic Society","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Lung transplantation; Transplantation; Context (archaeology); Medicine; Cystic fibrosis; Population; Intensive care medicine; Surgery; Internal medicine; Environmental health; Biology","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":[0.004645987,0.0002590224,0.0002841154,0.0004934599,0.0008785186,0.000944917,0.0002740614,0.001198425,0.008952929],"category_scores_gemma":[0.007712944,0.00006475922,0.0003758907,0.0002561512,0.0004269724,0.0007455805,0.001043816,0.0027342,0.001310596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006187715,"about_ca_system_score_gemma":0.001519453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000345215,"about_ca_topic_score_gemma":0.001509678,"domain_scores_codex":[0.9988121,0.0005862891,0.00008804806,0.00009470776,0.000292172,0.0001267815],"domain_scores_gemma":[0.9977118,0.001049408,0.0001913493,0.0001178001,0.0003103714,0.0006192112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002687337,0.0001172631,0.006925929,0.0005287896,0.00002827327,0.0007365739,0.000304984,0.00007893687,0.0008446393,0.005746382,0.4657651,0.5186542],"study_design_scores_gemma":[0.00008660621,0.0004052294,0.01570641,0.0009233294,0.00003696284,0.004004415,0.0004066844,0.0002026016,0.0007317348,0.00500795,0.9724631,0.00002488421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0224455,0.214275,0.006859764,0.5206962,0.1493208,0.0004636521,0.0003264512,0.0001961312,0.0854165],"genre_scores_gemma":[0.2356591,0.161375,0.01349986,0.3072025,0.1267451,0.0009264062,0.0008035351,0.0001642959,0.1536243],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008952929,"threshold_uncertainty_score":0.0299505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246051143122102,"score_gpt":0.3613570676183225,"score_spread":0.3388965561871015,"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."}}