{"id":"W2002160360","doi":"10.1053/j.ajkd.2004.02.007","title":"Empowerment of patient preference in dialysis modality selection","year":2004,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Humber River Regional Hospital","funders":"","keywords":"Medicine; Dialysis; Peritoneal dialysis; Hemodialysis; Diabetic nephropathy; Kidney disease; Family medicine; Internal medicine; Kidney","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":[0.01080986,0.0002703678,0.0007305991,0.0003995676,0.004106069,0.003045206,0.0008163771,0.01769045,0.007948906],"category_scores_gemma":[0.05697676,0.0003955018,0.000908781,0.0004293404,0.004077112,0.002617708,0.002779089,0.02104946,0.0009831768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206213,"about_ca_system_score_gemma":0.004900655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327518,"about_ca_topic_score_gemma":0.00583861,"domain_scores_codex":[0.9836468,0.01183695,0.00085887,0.0005150525,0.001805371,0.00133687],"domain_scores_gemma":[0.9418135,0.04656729,0.002826483,0.001017606,0.002405905,0.005369286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009668712,0.0009764769,0.07260118,0.0003351554,0.0002340524,0.02417962,0.01548071,0.001072847,0.001676021,0.06029062,0.6584615,0.163725],"study_design_scores_gemma":[0.001469119,0.001049559,0.03747055,0.00162029,0.0002556928,0.03516958,0.02155041,0.005864462,0.001804092,0.162115,0.7312725,0.0003588406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01356237,0.0004074318,0.000388586,0.9719155,0.001510174,0.00001141553,0.00001129423,0.000007877497,0.01218528],"genre_scores_gemma":[0.3757525,0.0008379653,0.001151538,0.6054332,0.01127271,0.0000991616,0.00001742723,0.0000189728,0.005416555],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01769045,"threshold_uncertainty_score":0.05716872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009742157678022367,"score_gpt":0.24877885473598,"score_spread":0.2390366970579576,"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."}}