{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001967883,0.0001562534,0.0008347295,0.0001510856,0.00009121665,0.00005183316,0.0001471925,0.00007052187,0.0000838916],"category_scores_gemma":[0.003671762,0.00009414899,0.0009456788,0.0001821108,0.0001295582,0.0001217005,0.00002075028,0.0002505474,0.000004693899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080426,"about_ca_system_score_gemma":0.0003463377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.304564e-7,"about_ca_topic_score_gemma":0.000001220254,"domain_scores_codex":[0.9973633,0.0001450421,0.001325616,0.0002645791,0.0006502924,0.0002511577],"domain_scores_gemma":[0.9966903,0.0008566584,0.000770992,0.0003097876,0.0004188372,0.0009534551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01375737,0.001829617,0.018282,0.0003221034,0.0005645629,0.00005454943,0.0001048022,0.0005075065,0.000004936389,0.0004059511,0.00599647,0.9581701],"study_design_scores_gemma":[0.02228807,0.002604633,0.8804999,0.02694626,0.007719643,0.00002220429,0.0001286874,0.03967882,0.00001663716,0.007333688,0.01239701,0.0003644406],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6732453,0.0006191671,0.3124474,0.01087578,0.001230754,0.0005818656,0.000009581475,0.00002136487,0.0009688574],"genre_scores_gemma":[0.9852402,0.00007186345,0.010852,0.001482592,0.002271111,0.000004697319,0.000006843291,0.00002403131,0.00004672844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9578057,"threshold_uncertainty_score":0.4395708,"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."}}