{"id":"W4415043846","doi":"10.1016/j.rmed.2025.108407","title":"Mental health and transplantation in cystic fibrosis","year":2025,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; European Cystic Fibrosis Society; Fondazione per la Ricerca sulla Fibrosi Cistica; Koning Boudewijnstichting; Nederlandse Cystic Fibrosis Stichting; National Institutes of Health; Cystic Fibrosis Foundation","keywords":"Psychosocial; Psychological intervention; Cystic fibrosis; Mental health; Transplantation; Lung transplantation; Coping (psychology); Social functioning","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":[0.0005639521,0.0001401208,0.00031002,0.0007144613,0.001024181,0.001247067,0.000345863,0.0008949422,0.004177129],"category_scores_gemma":[0.002805149,0.000115381,0.0006546888,0.001137076,0.000560337,0.000578825,0.0009833163,0.001475102,0.0001361992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382721,"about_ca_system_score_gemma":0.001984465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05640718,"about_ca_topic_score_gemma":0.08403806,"domain_scores_codex":[0.9996351,0.0001464107,0.00002410361,0.00002171951,0.00004773089,0.0001248962],"domain_scores_gemma":[0.9986541,0.0003632669,0.0003022714,0.00002149647,0.00008690169,0.0005719541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003046622,0.000591728,0.9563249,0.0001770956,0.0002385028,0.0008279443,0.0005933048,0.0001175126,0.0001556063,0.001449425,0.003270671,0.03594872],"study_design_scores_gemma":[0.00002506598,0.00008572388,0.9953957,0.0002280942,0.0001105233,0.0003261094,0.001410405,0.0001505852,0.00002403031,0.000740261,0.001493335,0.00001016526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8913491,0.06823348,0.00008231171,0.0248715,0.0005028613,0.00002113871,0.0004622734,0.000009102265,0.0144683],"genre_scores_gemma":[0.9800146,0.01703859,0.00006959556,0.001440048,0.0004512574,0.00001076038,0.0001634828,0.000001911874,0.0008097157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05640718,"threshold_uncertainty_score":0.1121577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096183679350306,"score_gpt":0.3641018531807912,"score_spread":0.3431400163872882,"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."}}