{"id":"W2500119300","doi":"10.1097/tp.0000000000001362","title":"Mental Health and Behavioral Barriers in Access to Kidney Transplantation","year":2016,"lang":"en","type":"article","venue":"Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Transplantation; Kidney transplantation; Mental health; Medicine; Psychiatry; 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":[0.0001136537,0.00008767173,0.0001414432,0.0001893027,0.00004203955,0.00002156466,0.00003764873,0.00002511508,0.0000940009],"category_scores_gemma":[0.000004224221,0.00006077576,0.00003171093,0.0001352546,0.0000193544,0.000176683,0.000003593054,0.00002797898,0.00001142065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000592049,"about_ca_system_score_gemma":0.00007567344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476051,"about_ca_topic_score_gemma":0.0001883128,"domain_scores_codex":[0.9992471,0.00003738581,0.0001949456,0.0001940781,0.0001737644,0.0001526891],"domain_scores_gemma":[0.9994276,0.000009312125,0.00002809005,0.00006585315,0.00001216529,0.000457011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0113682,0.0007723767,0.6002408,0.003609963,0.0001750561,0.0004086821,0.04136798,0.00003197208,0.0668176,0.001425399,0.006796487,0.2669855],"study_design_scores_gemma":[0.01112946,0.0007674492,0.9767139,0.001807701,0.0002859929,0.00004383294,0.0004410388,0.00004811616,0.005691872,0.0000813299,0.002689387,0.0002999199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851818,0.00004076659,0.002254056,0.0112111,0.00008232838,0.0005997854,0.0001617512,0.00002879886,0.000439577],"genre_scores_gemma":[0.9950922,0.001661976,0.0001913773,0.002597257,0.00002069925,0.00003413062,0.0002909951,0.000009625222,0.0001016964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3764731,"threshold_uncertainty_score":0.2478364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228560992926155,"score_gpt":0.3353632439457205,"score_spread":0.312507144653105,"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."}}