{"id":"W2107188678","doi":"10.1111/jocn.12582","title":"Dialysis modality decision‐making for older adults with chronic kidney disease","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Alberta; Western University","funders":"Kidney Foundation of Canada","keywords":"Kidney disease; Medicine; Dialysis; Modality (human–computer interaction); Intensive care medicine; Home dialysis; MEDLINE; Treatment modality; Gerontology; 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":[0.003508173,0.0001977005,0.0002906127,0.0004716929,0.002025849,0.001625288,0.0004341142,0.0007027415,0.001914034],"category_scores_gemma":[0.009725036,0.0001878306,0.0003923648,0.0003103258,0.001629848,0.001548289,0.001647098,0.000934927,0.000123699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941213,"about_ca_system_score_gemma":0.00409629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262926,"about_ca_topic_score_gemma":0.03113404,"domain_scores_codex":[0.997979,0.001261035,0.0001629186,0.0001055201,0.0001976153,0.0002939756],"domain_scores_gemma":[0.9952527,0.002264523,0.001052381,0.00008466123,0.0004140547,0.0009316835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001906703,0.0004487621,0.2801144,0.00059365,0.00007899263,0.001033909,0.6648499,0.0001970543,0.000597072,0.001426438,0.002947064,0.04752199],"study_design_scores_gemma":[0.00005184927,0.0004532332,0.1316777,0.0007684081,0.00006483737,0.000883756,0.8507495,0.0004816253,0.0002077447,0.001849882,0.01276879,0.00004269078],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941531,0.0009225838,0.0002074426,0.002595762,0.00002459711,0.000040855,0.00003575416,0.000002596792,0.00201729],"genre_scores_gemma":[0.9982445,0.0006006564,0.000349716,0.0004929296,0.00001149007,0.00002215842,0.00002412928,9.654456e-7,0.0002533754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262926,"threshold_uncertainty_score":0.0251115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199646114706904,"score_gpt":0.389215284716749,"score_spread":0.3672188235696799,"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."}}