{"id":"W2075112028","doi":"10.1016/j.healun.2013.01.188","title":"Improved Survival with Perioperative Desensitization in Lung Transplant Patients with Donor Specific Antibodies (DSA)","year":2013,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Perioperative; Panel reactive antibody; Azathioprine; Internal medicine; Gastroenterology; Lung; Prednisone; Desensitization (medicine); Urology; Surgery; Transplantation; Kidney transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000409424,0.0001715835,0.0003482404,0.00007691399,0.0001248562,0.0003424408,0.0001554089,0.0001672801,0.001102628],"category_scores_gemma":[0.001310407,0.00004653586,0.000385736,0.000113126,0.0001127208,0.0002451555,0.0001697545,0.0006058288,0.0000893634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417228,"about_ca_system_score_gemma":0.0002238428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001983381,"about_ca_topic_score_gemma":0.0002925082,"domain_scores_codex":[0.9998465,0.00006214571,0.00001451189,0.00001946122,0.00002038828,0.00003695813],"domain_scores_gemma":[0.999615,0.0001304263,0.000122128,0.00003646798,0.00002483949,0.00007115924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02881698,0.002870301,0.6545739,0.0003511751,0.001104937,0.001372786,0.0003897119,0.001202402,0.01864729,0.0004342985,0.001327837,0.2889084],"study_design_scores_gemma":[0.000828742,0.0218988,0.9647924,0.000117529,0.00115376,0.003336275,0.0003518952,0.001350088,0.003237521,0.0004415729,0.00247444,0.0000168972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969722,0.001912986,0.0001944225,0.0001250663,0.00003961704,0.000009453262,0.00002769991,0.00000664137,0.0007119356],"genre_scores_gemma":[0.9991739,0.0004810587,0.00009402227,0.00008384937,0.00001918642,0.000004914987,0.00004661271,0.000001324891,0.00009499703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001102628,"threshold_uncertainty_score":0.003688633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008002826794850006,"score_gpt":0.232048629025982,"score_spread":0.224045802231132,"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."}}