{"id":"W4313339839","doi":"10.1097/tp.0000000000004412","title":"Removing Barriers and Mitigating Risk: The Case for Crossing Donor-specific Antibodies in Lung Transplantation With the Use of Perioperative Desensitization","year":2022,"lang":"en","type":"letter","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Desensitization (medicine); Perioperative; Lung transplantation; Intensive care medicine; Transplantation; Donor specific antibodies; Regimen; Lung; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.09115901,0.0009630132,0.001872192,0.002266952,0.009475933,0.01495763,0.008331849,0.01821086,0.00846958],"category_scores_gemma":[0.2166315,0.001082592,0.002372466,0.002060232,0.01753586,0.02571983,0.01077534,0.04498334,0.001475233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008064673,"about_ca_system_score_gemma":0.03386269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102834,"about_ca_topic_score_gemma":0.03345782,"domain_scores_codex":[0.9362957,0.03790771,0.003888215,0.003252144,0.01510718,0.003549069],"domain_scores_gemma":[0.7749157,0.1659533,0.01618237,0.008441822,0.01491298,0.0195938],"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":[0.0004079907,0.0009794442,0.04784206,0.004070397,0.0004507939,0.01037631,0.01658859,0.001594368,0.0003588579,0.0798988,0.2341019,0.6033305],"study_design_scores_gemma":[0.0003175412,0.001594347,0.03121402,0.06816493,0.0007609829,0.03503861,0.04495229,0.005950937,0.00103317,0.3640142,0.446124,0.0008349652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008834893,0.05322713,0.005642846,0.9194988,0.003045419,0.0001069312,0.0000320342,0.00007251246,0.009539337],"genre_scores_gemma":[0.2868156,0.1390488,0.05428071,0.484406,0.03131791,0.0007300621,0.0001422826,0.0005391483,0.002719442],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09115901,"threshold_uncertainty_score":0.4821007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860266610827798,"score_gpt":0.298773954083167,"score_spread":0.260171287974889,"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."}}