{"id":"W3164948403","doi":"10.1111/ajt.16707","title":"Long-term outcomes of sensitized lung transplant recipients after peri-operative desensitization","year":2021,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Panel reactive antibody; Lung; Regimen; Desensitization (medicine); Surgery; Lung transplantation; Internal medicine; Donor specific antibodies; Urology; Transplantation; Gastroenterology; 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":[0.001838691,0.0003624517,0.0006618444,0.0008832571,0.0007245888,0.001642687,0.0005132896,0.0008216478,0.002094687],"category_scores_gemma":[0.003777263,0.0001381459,0.001078253,0.0008090695,0.0006110924,0.001301734,0.0009828307,0.001129274,0.0004038017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007883211,"about_ca_system_score_gemma":0.0005238066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395399,"about_ca_topic_score_gemma":0.001908066,"domain_scores_codex":[0.9992232,0.0001762159,0.00009295113,0.00008610851,0.0001190787,0.0003023796],"domain_scores_gemma":[0.9965602,0.0007318149,0.001239015,0.0001668602,0.0004117274,0.0008904718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004362361,0.0007241177,0.9825174,0.00007448922,0.0002990628,0.0005204442,0.000418904,0.0002078978,0.0005696265,0.0001544499,0.000229492,0.009921686],"study_design_scores_gemma":[0.00006759205,0.002935431,0.9939797,0.00005240707,0.0003352963,0.000572885,0.0008667618,0.0002275693,0.0002579573,0.0002314907,0.0004425253,0.00003034014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978405,0.0008048608,0.00008515297,0.00008382456,0.00002948027,0.00001063608,0.0003093939,0.000002688296,0.0008334343],"genre_scores_gemma":[0.9989246,0.000204257,0.00002716776,0.00004224499,0.00003672175,0.00001173161,0.0004426712,0.000001741843,0.0003088923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002094687,"threshold_uncertainty_score":0.009724021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569690749473135,"score_gpt":0.3345229477449496,"score_spread":0.3188260402502183,"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."}}