{"id":"W2609579845","doi":"10.1016/j.transproceed.2017.02.031","title":"Alexithymia in Kidney Transplantation Patients","year":2017,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Transplantation; Symptom Checklist 90; Feeling; Quality of life (healthcare); Checklist; Clinical psychology; Kidney transplantation; Population; Medicine; Psychology; Mental health; Psychiatry; Internal medicine; Somatization; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007804994,0.0001547744,0.0001946856,0.0001292533,0.0001665375,0.00007115777,0.000118103,0.00008076683,0.0001032594],"category_scores_gemma":[0.00002607254,0.0001377559,0.00005566605,0.00006614697,0.00005026846,0.0004630346,0.000003004289,0.00009521952,0.00005748895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003501503,"about_ca_system_score_gemma":0.00003396407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006853454,"about_ca_topic_score_gemma":0.00001203772,"domain_scores_codex":[0.999039,0.000003473634,0.0002602407,0.000247739,0.0002415639,0.0002079866],"domain_scores_gemma":[0.9995196,0.00000827858,0.0001340221,0.0001228263,0.00007165724,0.0001435851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007705482,0.0004099578,0.9906347,0.001092791,0.00003807058,0.00003068392,0.00321628,1.695972e-7,0.0007134814,0.0008786399,0.0001892776,0.002025339],"study_design_scores_gemma":[0.009293508,0.0001643659,0.9852056,0.001791354,0.00009881941,0.00002989597,0.00007207788,0.00006041922,0.002203168,0.0007916632,0.0001491147,0.0001400002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930173,0.000009716446,0.00007365451,0.0006278916,0.0001271025,0.0004846693,0.00004036283,0.00004946199,0.06841417],"genre_scores_gemma":[0.9977375,0.0005209101,0.0007223139,0.0003757357,0.00002724007,0.00005635728,0.0002172879,0.00002088468,0.0003218031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06809237,"threshold_uncertainty_score":0.5617522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555988259398045,"score_gpt":0.2762691728809147,"score_spread":0.2607092902869343,"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."}}