{"id":"W4417150001","doi":"10.1016/j.chest.2025.06.053","title":"Post-Lung Transplantation Care","year":2025,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; Andrew W. Mellon Foundation","keywords":"Observational study; Discontinuation; Randomized controlled trial; Adverse effect; COPD; Pneumonia; Generalizability theory; Transplantation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003727461,0.0005366778,0.0009510316,0.0009726352,0.00887622,0.005406082,0.001609574,0.03089221,0.02278237],"category_scores_gemma":[0.01939356,0.000514375,0.001211132,0.0009169984,0.003074666,0.003577888,0.003561241,0.02677701,0.006046393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006320968,"about_ca_system_score_gemma":0.01150742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006671149,"about_ca_topic_score_gemma":0.02997883,"domain_scores_codex":[0.9950825,0.001494958,0.0006056713,0.000386056,0.001056245,0.001374608],"domain_scores_gemma":[0.9822136,0.00416459,0.001111994,0.0004947027,0.001780824,0.01023428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005601907,0.0001842203,0.01184714,0.00008691534,0.00003426448,0.01343539,0.000397234,0.0001275103,0.0002330143,0.006383681,0.9455335,0.02168107],"study_design_scores_gemma":[0.0002545935,0.0002407465,0.02311484,0.002021882,0.00009690686,0.02661042,0.003049316,0.0009677254,0.000370473,0.0339812,0.9091604,0.0001315955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00154955,0.001101969,0.00009759438,0.9774175,0.009048832,0.00001818804,0.00004244952,0.00001962197,0.01070435],"genre_scores_gemma":[0.01629401,0.001408856,0.0003834803,0.9213721,0.04534239,0.00006583341,0.00008486619,0.00002647474,0.01502207],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03089221,"threshold_uncertainty_score":0.07621467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794494110824214,"score_gpt":0.3220094536805325,"score_spread":0.3040645125722903,"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."}}