{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004987745,0.0001197493,0.0003504612,0.0004241109,0.00006839535,0.000005448347,0.00004985058,0.00004462056,0.00007983691],"category_scores_gemma":[0.0004041253,0.00009528069,0.0000199097,0.0004613781,0.0002120026,0.00006694599,0.00001724103,0.0001860373,0.000005738827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001751489,"about_ca_system_score_gemma":0.000292692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000119745,"about_ca_topic_score_gemma":0.0001055575,"domain_scores_codex":[0.9986976,0.0001033554,0.0003621105,0.0002618025,0.0003104919,0.0002646728],"domain_scores_gemma":[0.9993287,0.0001955913,0.00004452592,0.0001679623,0.00003629526,0.0002268833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007888501,0.0004549585,0.3580972,0.01062352,0.0001358754,0.0003275687,0.006237376,0.00001367313,0.1267337,0.00333556,0.05256243,0.4335896],"study_design_scores_gemma":[0.01856614,0.004941698,0.5871053,0.01044754,0.00006832959,0.00009832142,0.002002142,0.0004358572,0.003632274,0.0005771054,0.371848,0.0002772663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021448,0.06194517,0.001103841,0.02797128,0.0003179811,0.001553108,0.0000317841,0.00010258,0.004829484],"genre_scores_gemma":[0.9876283,0.00282963,0.001290977,0.007322303,0.0001444242,0.00009172211,0.00007547716,0.00001991782,0.0005972854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4333123,"threshold_uncertainty_score":0.3885434,"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."}}