{"id":"W4394722465","doi":"10.1016/j.healun.2024.02.097","title":"Early Post-Transplant Airway Il-5 and Eosinophilia Are Associated with Baseline Lung Allograft Dysfunction and Impaired Allograft Survival","year":2024,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Eosinophilia; Baseline (sea); Lung; Airway; Lung transplantation; Internal medicine; Immunology; Anesthesia; Biology","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":[0.0008828435,0.0004545682,0.0005713206,0.0005170723,0.0002895813,0.001178642,0.0004470852,0.0009096646,0.001841791],"category_scores_gemma":[0.002626233,0.0002377608,0.0004489447,0.00051218,0.0003947746,0.0006918134,0.0005176396,0.001359353,0.0002580888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075134,"about_ca_system_score_gemma":0.0003886764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006774602,"about_ca_topic_score_gemma":0.0009640823,"domain_scores_codex":[0.9994294,0.0001519291,0.00005534056,0.00008950644,0.0001021139,0.0001717019],"domain_scores_gemma":[0.9968634,0.000541064,0.001653408,0.0001641012,0.0001790291,0.0005990273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005172088,0.0001094901,0.995665,0.00001611284,0.00008363312,0.0001761561,0.00002059551,0.00005125952,0.001098438,0.00003237945,0.00005050949,0.002179063],"study_design_scores_gemma":[0.000006755443,0.00017397,0.9987238,0.000006852377,0.00005058057,0.000421605,0.00006230464,0.000169799,0.0002412496,0.00004658793,0.00009144609,0.000005081401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984206,0.0006950804,0.0001954503,0.00008256595,0.00002245798,0.000005665609,0.00008317949,0.000008872647,0.00048613],"genre_scores_gemma":[0.9993429,0.0001139082,0.0001024193,0.0000308817,0.00003771377,0.000004743397,0.0001153619,0.000002082946,0.0002499859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001841791,"threshold_uncertainty_score":0.006161392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135219834964207,"score_gpt":0.2657711107450673,"score_spread":0.2544189123954252,"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."}}