{"id":"W3097787348","doi":"10.1016/j.xkme.2020.11.001","title":"Relative Survival With Peritoneal Dialysis: The Hunt for a Comparator Continues","year":2020,"lang":"en","type":"letter","venue":"Kidney Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Hazard ratio; Propensity score matching; Dialysis; Internal medicine; Proportional hazards model; Diabetic nephropathy; Kidney disease; Cohort study; End stage renal disease; Intensive care medicine; Confidence interval; Kidney","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004206258,0.0005797663,0.001792174,0.0001765618,0.0002016227,0.00004212544,0.0003336751,0.0002460296,0.0004372374],"category_scores_gemma":[0.0008842429,0.0002708274,0.0004405321,0.000432492,0.0006548123,0.00004882985,0.00008754044,0.001192122,0.00006418606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000093937,"about_ca_system_score_gemma":0.0003625295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009141381,"about_ca_topic_score_gemma":0.00001016073,"domain_scores_codex":[0.9967158,0.000230032,0.0006351242,0.0007318071,0.001189835,0.0004974458],"domain_scores_gemma":[0.9975424,0.0004889261,0.0003983448,0.0007001042,0.0003309943,0.000539268],"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":[0.0006803617,0.00006385851,0.0001706153,0.0008515565,0.003176286,0.0006423297,0.001080719,6.920494e-7,0.00004101505,0.0002264328,0.9928007,0.0002654763],"study_design_scores_gemma":[0.004456992,0.001179958,0.000432603,0.001374469,0.00979125,0.00001382209,0.0005114563,0.0001960018,0.00001644794,0.0001105128,0.9815888,0.0003277169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000837907,0.0009746474,0.001150248,0.9772019,0.0007862339,0.002233252,0.000231634,0.000106952,0.01723128],"genre_scores_gemma":[0.003945687,0.0001290604,0.0003007382,0.955223,0.01995177,0.0005470967,0.00404197,0.0001210494,0.0157396],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02197893,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377552647213152,"score_gpt":0.2863710141334081,"score_spread":0.2525954876612766,"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."}}