{"id":"W2207542633","doi":"10.1177/089686080302300107","title":"Changes in Peritoneal Dialysis Practices in Canada 1996 – 1999","year":2003,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation and Economic Development Trois Rivières; Grand River Hospital; Hôpital Maisonneuve-Rosemont; St. Paul's Hospital; Hôtel-Dieu de Québec; Saint John Regional Hospital; Sudbury Regional Hospital; Cégep de l'Outaouais; Kelowna General Hospital; St. Boniface Hospital; St. John’s Health Sciences Centre; Royal University Hospital; Hôpital du Sacré-Cœur de Montréal; Kingston General Hospital; St Joseph's Health Care; Royal Victoria Hospital; University of Alberta Hospital; Health Sciences Centre; University Health Network; Queen Elizabeth II Health Sciences Centre; London Health Sciences Centre","funders":"","keywords":"Medicine; Peritoneal dialysis; Medical prescription; Dialysis; Ambulatory; Dialysis adequacy; Population; Continuous ambulatory peritoneal dialysis; Creatinine; Renal function; Kt/V; Clinical Practice; Internal medicine; Urology; Surgery; Physical therapy","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":[0.0005936187,0.0002938141,0.0006428797,0.0007834148,0.00006144567,0.00009584726,0.0002918515,0.00008310446,0.001735658],"category_scores_gemma":[0.000862968,0.0002698948,0.00022831,0.0008687658,0.00006164455,0.0001884582,0.0000950156,0.0002883531,0.00003651634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313594,"about_ca_system_score_gemma":0.0008007272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7113945,"about_ca_topic_score_gemma":0.9662714,"domain_scores_codex":[0.9969141,0.0002205689,0.0006427244,0.0006415279,0.001120636,0.0004604345],"domain_scores_gemma":[0.9987761,0.0001592274,0.0003566009,0.0003653118,0.0001056099,0.0002371949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003592917,0.00118412,0.9748715,0.00008869109,0.0009916814,0.0009854536,0.0008155507,0.0007262314,0.001849161,0.001399195,0.001869029,0.01486015],"study_design_scores_gemma":[0.003370024,0.00009163166,0.8451617,0.0001747486,0.000652438,0.00003114284,0.002401235,0.006930342,0.001725091,0.0001492064,0.1386256,0.000686818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956023,0.0005449291,0.00002182826,0.006664733,0.0009941418,0.0003598657,0.00005103244,0.00002537755,0.0353151],"genre_scores_gemma":[0.996079,0.0005380827,0.000394885,0.001103964,0.0003880894,0.0001768916,0.0002643752,0.00002941714,0.001025247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2548769,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194190114098756,"score_gpt":0.2864653027151364,"score_spread":0.2670462913052608,"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."}}