{"id":"W2119678259","doi":"10.1093/ndt/gfr568","title":"Psychosocial variables are associated with being wait-listed, but not with receiving a kidney transplant in the Dialysis Outcomes and Practice Patterns Study (DOPPS)","year":2011,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Psychosocial; Dialysis; Kidney transplant; Intensive care medicine; Hemodialysis; Kidney transplantation; Peritoneal dialysis; Internal medicine; Transplantation; Psychiatry","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":[0.0006358435,0.0002042125,0.0002351555,0.000451906,0.0003899838,0.0005405433,0.00028246,0.0004404452,0.001312026],"category_scores_gemma":[0.002110023,0.0002322163,0.0003643672,0.0007457027,0.0001971442,0.0003189472,0.000511954,0.000641675,0.0001010628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971439,"about_ca_system_score_gemma":0.0004124079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006470141,"about_ca_topic_score_gemma":0.01132337,"domain_scores_codex":[0.9996767,0.00008394815,0.00005440187,0.00006363155,0.00005977704,0.00006149456],"domain_scores_gemma":[0.9981284,0.0002074487,0.0009889167,0.00006776926,0.0001210516,0.000486514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002778916,0.00001987,0.9993464,0.000005169282,0.00003322674,0.00002089697,0.00003472483,0.0000080156,0.00004354078,0.00000428381,0.00007338737,0.0003826307],"study_design_scores_gemma":[0.000006053331,0.00003964021,0.9996752,0.000004481757,0.0000151913,0.00008363541,0.00006973368,0.00003950751,0.000008729483,0.000008599908,0.00004820049,0.000001073836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991074,0.0001454228,0.00003006222,0.0001156739,0.000006477349,0.000007313833,0.0003917909,0.000001790007,0.0001940425],"genre_scores_gemma":[0.999377,0.0000679224,0.00004126103,0.00003818577,0.000006931686,0.000005917761,0.0003910112,8.007925e-7,0.00007118016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006470141,"threshold_uncertainty_score":0.01286495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148265827239804,"score_gpt":0.2634878107359814,"score_spread":0.2420051524635834,"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."}}