{"id":"W2944596833","doi":"10.1093/ndt/gfz075","title":"A comparison of technique survival in Canadian peritoneal dialysis and home hemodialysis patients","year":2019,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Université de Montréal; Hôpital Maisonneuve-Rosemont; University Health Network; McGill University","funders":"","keywords":"Medicine; Home hemodialysis; Hemodialysis; Peritoneal dialysis; Dialysis; Discontinuation; Hazard ratio; Confidence interval; Relative risk; Internal medicine; Renal replacement therapy; Proportional hazards model; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0004337641,0.0002149677,0.0009739351,0.001181144,0.00004847028,0.00001624539,0.00009859456,0.000212105,0.0001771031],"category_scores_gemma":[0.0000217392,0.0001995164,0.0002311122,0.0007467232,0.0001010853,0.00008245956,0.00001543096,0.0001621396,0.00001912681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128493,"about_ca_system_score_gemma":0.0001201179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0371482,"about_ca_topic_score_gemma":0.123154,"domain_scores_codex":[0.9979958,0.0002153999,0.0006339623,0.0004383961,0.0003385739,0.0003778582],"domain_scores_gemma":[0.9990879,0.0001038901,0.0001625276,0.0002823067,0.0001150025,0.0002483172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005361305,0.0003921623,0.9865368,0.0002658508,0.0003926802,0.00001718794,0.001235943,0.0003129082,0.006153967,0.000139009,0.00001381214,0.00400353],"study_design_scores_gemma":[0.002819129,0.0002561551,0.9914424,0.0000472897,0.001853335,0.000001770641,0.0001254734,0.001550243,0.001314534,0.00004550603,0.0003491129,0.0001950965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967585,0.00009421778,0.0002406512,0.0002885488,0.00009114506,0.0007746023,0.00006494849,0.00002232533,0.001665053],"genre_scores_gemma":[0.9981593,0.0002469899,0.0003125485,0.0002230404,0.00003526559,0.0000883652,0.0008768805,0.00001956417,0.00003808476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08600582,"threshold_uncertainty_score":0.9692635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008891842294547545,"score_gpt":0.2599918612045005,"score_spread":0.2511000189099529,"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."}}