{"id":"W4411431327","doi":"10.1016/j.jhlto.2025.100323","title":"Indications for pediatric lung transplantation in 2025: A new era","year":2025,"lang":"en","type":"article","venue":"JHLT Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; BC Children's Hospital","funders":"Health Resources and Services Administration; U.S. Department of Health and Human Services","keywords":"Lung transplantation; Medicine; Intensive care medicine; Lung; Transplantation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000243174,0.00007754228,0.000195096,0.0002374518,0.00005546475,0.00003725394,0.0001412124,0.00006415496,0.00009904767],"category_scores_gemma":[0.00004820809,0.00007013552,0.0000501605,0.0004353623,0.00000730636,0.0001304826,0.00001046462,0.0001019301,0.000009089691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004090062,"about_ca_system_score_gemma":0.0004215935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003177788,"about_ca_topic_score_gemma":0.0002751224,"domain_scores_codex":[0.9993385,0.00003165564,0.0002459909,0.0001799732,0.00007537085,0.0001285045],"domain_scores_gemma":[0.9995064,0.0002327964,0.00004161596,0.0001337744,0.00002930403,0.00005612714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009182553,0.0002020633,0.9211072,0.001197724,0.00008250872,0.00002157386,0.002718085,0.00003237411,0.0004844005,0.02591242,0.01359472,0.03372869],"study_design_scores_gemma":[0.004994379,0.00004750505,0.986963,0.0001093181,0.0003469581,0.000005463628,0.00007854186,0.0001677241,0.0004442116,0.002209527,0.004542734,0.00009062845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3636031,0.001707303,0.5303462,0.04225506,0.001038111,0.00936685,0.000198594,0.0001377384,0.05134709],"genre_scores_gemma":[0.6741163,0.001762639,0.2861103,0.004457015,0.0004270486,0.0006931901,0.0006758679,0.00003662113,0.03172107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3105132,"threshold_uncertainty_score":0.2860043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0426403627377881,"score_gpt":0.4299252875089399,"score_spread":0.3872849247711518,"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."}}