{"id":"W2110401438","doi":"10.1111/ajt.13076","title":"Survival in Sensitized Lung Transplant Recipients With Perioperative Desensitization","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"University Health Network","keywords":"Medicine; Perioperative; Azathioprine; Panel reactive antibody; Internal medicine; Gastroenterology; Prednisone; Lung transplantation; Mycophenolic acid; Urology; Transplantation; Lung; Surgery; Kidney transplantation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006583649,0.0001719357,0.0005494761,0.0003203151,0.0000350218,0.00002089339,0.00005333639,0.00004159009,0.000008001538],"category_scores_gemma":[0.00002453663,0.0001263095,0.00008207505,0.0004740386,0.0001220834,0.0002660059,0.00000110058,0.0002414453,0.000002029499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151965,"about_ca_system_score_gemma":0.0002749544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001294652,"about_ca_topic_score_gemma":0.0001695028,"domain_scores_codex":[0.9982574,0.0003292538,0.0005315117,0.0001589252,0.0005243174,0.0001985689],"domain_scores_gemma":[0.9988594,0.0001681224,0.0002741343,0.00008763263,0.0003960015,0.0002147322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02140779,0.0002039079,0.920376,0.0001180585,0.0002492893,0.003060377,0.03279719,0.002800723,0.008535508,0.0001894465,0.000009381691,0.01025232],"study_design_scores_gemma":[0.01414219,0.002625149,0.9614562,0.001010984,0.0007582112,0.006287734,0.005113245,0.00101084,0.007243753,0.00002357123,0.00003398419,0.0002941143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9067097,0.00004559184,0.09184059,0.0005962278,0.0001893253,0.0001947669,0.00001916789,0.00001548451,0.0003891692],"genre_scores_gemma":[0.965229,0.0003505785,0.03402933,0.0001811656,0.000087408,0.000002649421,0.00006808758,0.00002291599,0.00002890158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05851929,"threshold_uncertainty_score":0.5150754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287878743657846,"score_gpt":0.313234653102939,"score_spread":0.2903558656663605,"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."}}