{"id":"W2295520222","doi":"10.1155/2012/258485","title":"Exacerbation of Pulmonary Fibrosis Following Single Lung Transplantation","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Lung transplantation; Exacerbation; Idiopathic pulmonary fibrosis; Lung; Interstitial lung disease; Pulmonary fibrosis; Hypoxemia; Respiratory failure; Transplantation; Prednisone; Immunosuppression; Diffuse alveolar damage; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003100926,0.000120148,0.0001992824,0.0003100251,0.00017592,0.00002250475,0.00006877414,0.0001039973,0.0002669903],"category_scores_gemma":[0.00003898032,0.0001171051,0.0002444426,0.0001467119,0.00003454789,0.0003884042,0.000004323275,0.0001982058,0.00001208442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004674264,"about_ca_system_score_gemma":0.0005147172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007054752,"about_ca_topic_score_gemma":0.0002461854,"domain_scores_codex":[0.9988535,0.0000692171,0.0003371381,0.0001021184,0.0002557912,0.0003822493],"domain_scores_gemma":[0.9987253,0.00002370789,0.0001179945,0.0001257626,0.00009292531,0.0009142992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002336808,0.0004659616,0.5815043,0.0009649252,0.0003785719,0.001588694,0.001478357,0.00004706659,0.3787111,0.0006985761,0.006958937,0.0248667],"study_design_scores_gemma":[0.003795484,0.003981272,0.8580891,0.004235963,0.002563645,0.004513069,0.001727161,0.0008148148,0.02422048,0.0001473351,0.0946895,0.001222207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858063,0.00542083,0.0004453789,0.0001795184,0.0007857181,0.0001706099,0.00004949244,0.00001469017,0.007127388],"genre_scores_gemma":[0.9983402,0.00003332271,0.000143373,0.0005450367,0.000778707,0.000004194529,0.00002312724,0.00002357856,0.000108388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3544906,"threshold_uncertainty_score":0.4775407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929128009823117,"score_gpt":0.256339986455709,"score_spread":0.2370487063574779,"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."}}