{"id":"W1985799876","doi":"10.3747/pdi.2013.00147","title":"The Impact of Transfer from Hemodialysis on Peritoneal Dialysis Technique Survival","year":2013,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Canadian Institute for Health Information; Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; University of Toronto; Jewish General Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Hemodialysis; Hazard ratio; Renal replacement therapy; Confidence interval; Internal medicine; Dialysis; Surgery; Risk factor; Gastroenterology; Urology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000507351,0.0004312837,0.0009000744,0.0004699816,0.0002244613,0.0002334581,0.000623672,0.0001631426,0.003968571],"category_scores_gemma":[0.0002535715,0.0002686743,0.002159886,0.0006200834,0.0002955351,0.000190958,0.0001316209,0.0002983406,0.0001874073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003235829,"about_ca_system_score_gemma":0.000130526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006695664,"about_ca_topic_score_gemma":0.0001528198,"domain_scores_codex":[0.9963428,0.0002391422,0.0009367333,0.0006359735,0.001410632,0.0004347533],"domain_scores_gemma":[0.9978535,0.0004089888,0.0001870407,0.0007957581,0.0004373583,0.0003174027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00688756,0.009853942,0.2165944,0.0001468546,0.06648391,0.0001989791,0.004592802,0.005663079,0.4006112,0.008235501,0.02000985,0.260722],"study_design_scores_gemma":[0.005315109,0.001097748,0.9100634,0.0002508154,0.004944566,0.00001069966,0.0009455075,0.02498666,0.03787917,0.002591837,0.01049139,0.001423048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698884,0.0001509324,0.002190658,0.002342002,0.0005916274,0.000916381,0.0003422828,0.00008560324,0.02349213],"genre_scores_gemma":[0.9959609,0.0003098555,0.000427076,0.0001444192,0.0009656375,0.0005429631,0.0007786827,0.0000503958,0.0008200823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.693469,"threshold_uncertainty_score":0.9999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277987257336817,"score_gpt":0.2869342883548791,"score_spread":0.2741544157815109,"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."}}