{"id":"W3001318974","doi":"10.1177/0896860819887284","title":"Retrospective study of patients on hybrid dialysis: Single-center data from North America","year":2020,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Dialysis; Retrospective cohort study; End stage renal disease; Intensive care medicine; Single Center; Population; Quality of life (healthcare); Surgery; Internal medicine; Nursing","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":[0.000741819,0.0003086204,0.0005279955,0.002131227,0.0008344412,0.0007068184,0.0004095452,0.0004520969,0.001599021],"category_scores_gemma":[0.001625714,0.0003890809,0.0004204107,0.00266182,0.0005099059,0.0007316198,0.0007270433,0.0004096514,0.000344267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004925196,"about_ca_system_score_gemma":0.0005895099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00866971,"about_ca_topic_score_gemma":0.01077478,"domain_scores_codex":[0.9992408,0.0001750839,0.0001617593,0.0002097163,0.0001175897,0.00009515226],"domain_scores_gemma":[0.9968755,0.0005996261,0.001196364,0.0002850087,0.000459058,0.0005843995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003217957,0.00002352452,0.9989873,0.000007847187,0.00002694623,0.0001333679,0.000119323,0.00001142423,0.0001014479,0.000007710189,0.00005891439,0.000490085],"study_design_scores_gemma":[0.000006591808,0.0001023211,0.9973,0.000008993495,0.00003425055,0.001233814,0.0008222935,0.00006582339,0.00006377576,0.00000993849,0.0003455972,0.000006595632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985916,0.0002513065,0.00009032997,0.00002221454,0.000003833226,0.00001463685,0.0005205289,0.000005028792,0.0005005835],"genre_scores_gemma":[0.9986115,0.0002426863,0.0001104454,0.00006208649,0.00001442092,0.00002218606,0.0008614041,0.000004756277,0.00007062317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00866971,"threshold_uncertainty_score":0.0172385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674918380100358,"score_gpt":0.2782816265035957,"score_spread":0.2415324427025921,"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."}}