{"id":"W2666214524","doi":"10.2215/cjn.05260517","title":"Are Peritoneal Dialysis Center Characteristics a Modifiable Risk Factor to Improve Peritoneal Dialysis Outcomes?","year":2017,"lang":"en","type":"letter","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Dialysis; Intensive care medicine; 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":[0.002191968,0.0005573791,0.0008112055,0.001087846,0.0007065063,0.001788675,0.001635067,0.00255775,0.008641134],"category_scores_gemma":[0.01279502,0.0003443149,0.002961445,0.002278743,0.0006916048,0.001577661,0.001102693,0.003126814,0.0007859617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008517782,"about_ca_system_score_gemma":0.002146708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01330201,"about_ca_topic_score_gemma":0.01417971,"domain_scores_codex":[0.9985271,0.0003148217,0.0001713853,0.0004090276,0.0002402626,0.0003374084],"domain_scores_gemma":[0.991912,0.002392986,0.003355276,0.0006594315,0.0005609601,0.001119224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001701392,0.0000648276,0.9885417,0.0001660375,0.000808144,0.0000823747,0.0000896729,0.0001595487,0.00008943001,0.0002053038,0.001876971,0.007745836],"study_design_scores_gemma":[0.00002404986,0.0001058976,0.9949662,0.0002403015,0.0007043846,0.0001561936,0.0002716061,0.0006458607,0.00008402267,0.0007389931,0.002038908,0.00002353369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.930617,0.03523264,0.002397008,0.01817511,0.0009930376,0.00009971368,0.005566631,0.0001329472,0.006785951],"genre_scores_gemma":[0.9910634,0.003240978,0.001174736,0.001422063,0.0008577219,0.0000445861,0.001455277,0.00004499356,0.000696377],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01330201,"threshold_uncertainty_score":0.02890742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04116275978698583,"score_gpt":0.3509895880587863,"score_spread":0.3098268282718005,"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."}}