{"id":"W4291020409","doi":"10.1053/j.ajkd.2022.06.009","title":"Psychosocial Distress in Patients With Advanced CKD by Racial Group and Immigrant Status: A Canadian Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"William Osler Health System; York University; University of Toronto; Humber River Regional Hospital; University Health Network","funders":"Health Canada; Department of Psychiatry, University of Toronto; University of Toronto; York University","keywords":"Psychosocial; Medicine; Anxiety; Distress; Social support; Cross-sectional study; Gerontology; Kidney disease; Clinical psychology; Psychiatry; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008168732,0.0007457485,0.0007617725,0.001641318,0.004984095,0.001862249,0.001584385,0.001295595,0.002366822],"category_scores_gemma":[0.001727775,0.0008058686,0.001299231,0.004741739,0.001126451,0.001063472,0.001531564,0.001916884,0.0003325003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0116059,"about_ca_system_score_gemma":0.01281227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9575008,"about_ca_topic_score_gemma":0.9742294,"domain_scores_codex":[0.9990799,0.00007961265,0.00006312165,0.0001372327,0.0002218761,0.0004181968],"domain_scores_gemma":[0.9984723,0.0000763218,0.0003245553,0.00004882443,0.0004736242,0.0006043764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006465312,0.0001013625,0.9977564,0.00001740304,0.00005688715,0.0000831293,0.0008819829,0.00001882996,0.0001015579,0.00003337771,0.0002669833,0.0006174241],"study_design_scores_gemma":[0.000007186541,0.00003302147,0.9972661,0.00001620795,0.00002425576,0.00006196228,0.002280903,0.00005342558,0.00001196135,0.00001132458,0.0002220106,0.00001179438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974279,0.0003209778,0.00003919536,0.0001792579,0.00001344937,0.00004476523,0.001069018,0.000003400378,0.0009020669],"genre_scores_gemma":[0.9981477,0.0003729461,0.0001187609,0.0001895788,0.00001006706,0.0000310807,0.0007116428,0.000003204192,0.000414959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04249918,"threshold_uncertainty_score":0.08549887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00295714163166643,"score_gpt":0.2476095853027597,"score_spread":0.2446524436710932,"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."}}