{"id":"W4412865840","doi":"10.1016/j.ajt.2025.07.1804","title":"Characterization of Morbidity Associated with Alemtuzumab Administration for Allograft Dysfunction in Lung Transplant Recipients","year":2025,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; Vancouver General Hospital","funders":"","keywords":"Medicine; Alemtuzumab; Lung; Lung transplantation; Intensive care medicine; Administration (probate law); Transplantation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093233,0.0002783561,0.000376103,0.000768792,0.000233575,0.0009090789,0.0002695452,0.0002779069,0.0005249034],"category_scores_gemma":[0.002605485,0.0000885678,0.0004434731,0.0007985039,0.0003156851,0.0003579753,0.000372352,0.0004974778,0.0001016314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005366325,"about_ca_system_score_gemma":0.0005937424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005032013,"about_ca_topic_score_gemma":0.0005924284,"domain_scores_codex":[0.9992156,0.0002807371,0.00009660227,0.00007774175,0.0001727968,0.0001564711],"domain_scores_gemma":[0.9975611,0.0005784628,0.001279976,0.0001412187,0.0001634396,0.0002758776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001069115,0.0001010351,0.9910849,0.00001871792,0.00006834282,0.0001983346,0.00004663888,0.0001125771,0.001711264,0.0000475068,0.00003221526,0.005509262],"study_design_scores_gemma":[0.00001013002,0.001049259,0.9957157,0.00001257214,0.00007744758,0.0007183838,0.0001445236,0.0004882954,0.001516156,0.00005703176,0.0002046527,0.000005811145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989022,0.0004205562,0.0002382033,0.00002900015,0.000005153225,0.000007364904,0.00005842675,0.000003251015,0.0003358985],"genre_scores_gemma":[0.9995534,0.0001153713,0.0001262913,0.00001909871,0.00001909559,0.00000525494,0.00008610715,0.000001838914,0.00007354936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001093233,"threshold_uncertainty_score":0.005781651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420585791815014,"score_gpt":0.309227495568764,"score_spread":0.2950216376506138,"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."}}