{"id":"W4409804493","doi":"10.1016/j.healun.2025.02.660","title":"Recurrence of Invasive Aspergillosis (IA) in Lung Transplant Recipients","year":2025,"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":"University of Toronto; University of Manitoba; University Health Network","funders":"","keywords":"Aspergillosis; Medicine; Lung; Lung transplantation; Pulmonary aspergillosis; Internal medicine; Immunology","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":[0.001359523,0.000332544,0.0006216713,0.00125382,0.0004911307,0.001515053,0.0006400251,0.0009242803,0.001290672],"category_scores_gemma":[0.005722834,0.000252018,0.0008249257,0.0009575794,0.0004558288,0.0009223287,0.0007650874,0.0009182574,0.0002597232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005396578,"about_ca_system_score_gemma":0.0006007834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552058,"about_ca_topic_score_gemma":0.00235966,"domain_scores_codex":[0.9985768,0.0004083284,0.000219056,0.0001613949,0.0002366521,0.0003978176],"domain_scores_gemma":[0.9963677,0.0009338773,0.001669459,0.0002276284,0.0002826094,0.0005188098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000343682,0.0000763382,0.9954036,0.00002948041,0.00005483349,0.0004369545,0.0001154206,0.0000296575,0.0001145952,0.00003374628,0.0001343483,0.003227356],"study_design_scores_gemma":[0.00001822752,0.0004601875,0.9951126,0.00003074306,0.0001345907,0.002583897,0.000779568,0.000288369,0.0001789776,0.0000778703,0.0003163468,0.0000185373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975095,0.001385096,0.00009256227,0.0001083732,0.0000265503,0.00001016104,0.0001689496,0.00000913656,0.0006896359],"genre_scores_gemma":[0.9992268,0.0002802459,0.00004978304,0.00004641981,0.00005389662,0.000007910427,0.0002151193,0.000002448714,0.000117404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002552058,"threshold_uncertainty_score":0.007189929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775025738373543,"score_gpt":0.340267654435475,"score_spread":0.3225173970517395,"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."}}