{"id":"W2169599723","doi":"10.1681/asn.2011040394","title":"Differential Outcomes Between Dialysis Modalities","year":2011,"lang":"en","type":"letter","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Intensive care medicine; Hemodialysis; Randomized controlled trial; Population; Observational study; End stage renal disease; Psychological intervention; Modalities; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003238507,0.0003092162,0.0007892363,0.001116257,0.0005412341,0.001742847,0.0005045095,0.0008513015,0.007050781],"category_scores_gemma":[0.02126036,0.0001360328,0.001349464,0.001466484,0.0005249087,0.001654773,0.002330047,0.001250318,0.0008176822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007616926,"about_ca_system_score_gemma":0.0006668911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006582214,"about_ca_topic_score_gemma":0.0008367411,"domain_scores_codex":[0.9947124,0.00198931,0.0007058077,0.0007751603,0.001295082,0.0005223109],"domain_scores_gemma":[0.9913419,0.004037614,0.00273997,0.0005494452,0.0006931477,0.0006380128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001946911,0.0003422233,0.7384229,0.001568598,0.002115707,0.0004973239,0.0007616445,0.0004289521,0.0007381605,0.007413217,0.00668912,0.2390752],"study_design_scores_gemma":[0.0001277397,0.0005996624,0.9573779,0.00114193,0.000738842,0.00231554,0.0008715144,0.0006470773,0.0005263705,0.02192323,0.01367945,0.00005082815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8782532,0.06061817,0.007799583,0.009914961,0.001238662,0.0004379369,0.008573276,0.00009825747,0.03306606],"genre_scores_gemma":[0.9879724,0.004619693,0.001226112,0.002225372,0.0008423459,0.000126105,0.002266884,0.00002357604,0.0006976134],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007050781,"threshold_uncertainty_score":0.02358723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682942631794058,"score_gpt":0.2741496549291306,"score_spread":0.24732022861119,"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."}}