{"id":"W4411428335","doi":"10.1111/ctr.70205","title":"Relationships Between Nutrition Risk and Frailty in Candidates for Lung Transplant","year":2025,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University Health Network","funders":"","keywords":"Medicine; Gerontology; Psychological intervention; Body mass index; Risk factor; Risk assessment; Physical therapy; Internal medicine","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":[0.0009619119,0.0001682238,0.0002742556,0.0006804827,0.0003253815,0.0004763222,0.0001625677,0.0003007324,0.002519301],"category_scores_gemma":[0.004821423,0.000104701,0.0003709559,0.0005584554,0.0001811768,0.0002847983,0.0004272934,0.0005321337,0.0002061599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139006,"about_ca_system_score_gemma":0.000266073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721043,"about_ca_topic_score_gemma":0.00253803,"domain_scores_codex":[0.9996614,0.0001005912,0.00005374336,0.00004409061,0.0000709522,0.00006921295],"domain_scores_gemma":[0.9975419,0.0006744921,0.00106057,0.00007982944,0.0002255094,0.0004177539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006584914,0.00002052527,0.999068,0.0000057231,0.00001834957,0.0000220042,0.00002599571,0.00001638482,0.00004035867,0.000003972321,0.0000257044,0.0006872176],"study_design_scores_gemma":[0.000003358363,0.0001217462,0.9995314,0.000006751666,0.00001226922,0.0001012352,0.00006647641,0.00006992647,0.00001712082,0.0000105468,0.0000576979,0.000001551788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994319,0.0001963799,0.00003494494,0.00003502131,0.000002610822,0.000004648354,0.00008530968,0.00000126935,0.0002078883],"genre_scores_gemma":[0.9997774,0.00003858048,0.00003116703,0.00001026638,0.000004053204,0.000004655276,0.00009217698,5.389223e-7,0.00004118001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002519301,"threshold_uncertainty_score":0.008427918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152141867322063,"score_gpt":0.4511183551144415,"score_spread":0.3359041683822352,"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."}}