{"id":"W2264151744","doi":"10.1177/089686080102100406","title":"Trends in CAPD Technique Failure: Canada, 1981–1997","year":2001,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto; London Health Sciences Centre","funders":"","keywords":"Medicine; Relative risk; Hemodialysis; Peritoneal dialysis; Dialysis; Ambulatory; Poisson regression; Continuous ambulatory peritoneal dialysis; Confidence interval; Surgery; Internal medicine; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001916677,0.0001803669,0.000330749,0.0006511398,0.00004496913,0.000046811,0.0002197955,0.00006645139,0.002814734],"category_scores_gemma":[0.00006039886,0.0001588399,0.0002327154,0.0006674517,0.00004422084,0.00008321209,0.00008469098,0.0001653863,0.00002589979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000498276,"about_ca_system_score_gemma":0.0001639672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1458286,"about_ca_topic_score_gemma":0.4639021,"domain_scores_codex":[0.9982038,0.00004166122,0.0004036722,0.00035841,0.0007289195,0.0002636112],"domain_scores_gemma":[0.999382,0.00002419046,0.00008078101,0.0002575477,0.00008084819,0.0001746269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001182751,0.003401562,0.3950337,0.00009429164,0.003231383,0.005401739,0.0007976865,0.0009331672,0.01334106,0.007984618,0.3028195,0.2657786],"study_design_scores_gemma":[0.001532797,0.00005769902,0.3107223,0.00008636538,0.0002896835,0.00006765172,0.0001809874,0.002835546,0.001034648,0.0001439707,0.6826712,0.0003771333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6824722,0.0003673351,0.002083232,0.05365461,0.001629639,0.0007262821,0.0002530466,0.0001811274,0.2586325],"genre_scores_gemma":[0.9887401,0.00006499459,0.0005718768,0.0009514487,0.0004754757,0.000145207,0.0006946606,0.00001929697,0.008336932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3798517,"threshold_uncertainty_score":0.9980968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009328203852887917,"score_gpt":0.2648985334617627,"score_spread":0.2555703296088748,"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."}}