{"id":"W2139837755","doi":"10.1053/j.ackd.2013.04.002","title":"Education for Patients With Progressive CKD and Acute-Start Dialysis","year":2013,"lang":"en","type":"review","venue":"Advances in Chronic Kidney Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Kidney disease; Curriculum; Medical education; Patient education; Family medicine; Pedagogy; Internal medicine; Psychology","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":[0.0008170911,0.0006382205,0.001148926,0.001334501,0.0002804039,0.0006004932,0.0006317867,0.001191022,0.005395327],"category_scores_gemma":[0.003187408,0.0001404764,0.0006443427,0.0009249446,0.0002607268,0.0009931811,0.0009117963,0.001836926,0.0005437171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007988978,"about_ca_system_score_gemma":0.002178343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003863556,"about_ca_topic_score_gemma":0.01028036,"domain_scores_codex":[0.9996988,0.00009948538,0.0000572865,0.00003731983,0.00006917198,0.00003799004],"domain_scores_gemma":[0.9988592,0.0006273061,0.000240464,0.0000137413,0.0001502695,0.000109138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007425473,0.0002390608,0.000755891,0.02146111,0.00009562289,0.00008217401,0.00009617391,0.00009920702,0.000142837,0.0007116853,0.02544347,0.9507985],"study_design_scores_gemma":[0.000430461,0.0003894048,0.02154598,0.1411704,0.00138355,0.001922203,0.0006009442,0.0003370493,0.0005033861,0.003217169,0.8284439,0.00005566642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006329968,0.9948032,0.0001965782,0.002144166,0.0004640395,0.00001977343,0.00003198797,0.00001211992,0.001695036],"genre_scores_gemma":[0.004649249,0.9909327,0.0007271702,0.002107243,0.0005347656,0.00003550986,0.00005308715,0.000001934718,0.0009582713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005395327,"threshold_uncertainty_score":0.01804918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097397870671257,"score_gpt":0.3313980274228129,"score_spread":0.3204240487161003,"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."}}