{"id":"W2151662432","doi":"10.1093/ndt/gfs031","title":"Survival comparisons between haemodialysis and peritoneal dialysis","year":2012,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Intensive care medicine; Dialysis; Internal medicine; Urology","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":[0.01529652,0.0004500225,0.001338312,0.001050948,0.0003338531,0.0008991328,0.0007944854,0.001036184,0.008774857],"category_scores_gemma":[0.04073614,0.000137253,0.002835907,0.001109165,0.0008980565,0.001685169,0.001023549,0.00173191,0.0005448607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007903188,"about_ca_system_score_gemma":0.0008505839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004780274,"about_ca_topic_score_gemma":0.0005075458,"domain_scores_codex":[0.9816741,0.01356851,0.001170799,0.001444404,0.001536807,0.0006053783],"domain_scores_gemma":[0.9531164,0.03590788,0.005756563,0.001830342,0.001754292,0.001634498],"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":[0.3127561,0.002729381,0.2475561,0.01498748,0.05345228,0.0003711378,0.002077003,0.004119259,0.002015816,0.02333864,0.02185596,0.3147409],"study_design_scores_gemma":[0.02565196,0.1013535,0.7009676,0.003595795,0.01897961,0.0007912265,0.00292382,0.009526595,0.003152342,0.08778977,0.04489284,0.0003748466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082621,0.04990628,0.01399526,0.004536836,0.0040438,0.001037143,0.008734579,0.0001227751,0.009361349],"genre_scores_gemma":[0.9875458,0.002612078,0.002821831,0.001216785,0.0008068245,0.0006283193,0.003296253,0.00002964935,0.001042572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01529652,"threshold_uncertainty_score":0.08089668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739076496727237,"score_gpt":0.2723338459661703,"score_spread":0.2449430809988979,"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."}}