{"id":"W2973211037","doi":"10.1053/j.ajkd.2019.07.002","title":"Characteristics Associated With Peritoneal Dialysis Technique Failure: Are We Asking the Right Questions?","year":2019,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital; Hôpital Maisonneuve-Rosemont","funders":"University of Toronto","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001733302,0.0003873965,0.001243678,0.0008946749,0.002349384,0.002097465,0.0009663615,0.02261058,0.007449881],"category_scores_gemma":[0.02005283,0.0005145876,0.0008131965,0.0009130546,0.001297648,0.003592278,0.0007685057,0.01612729,0.00242066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002082951,"about_ca_system_score_gemma":0.002655719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006075713,"about_ca_topic_score_gemma":0.008517143,"domain_scores_codex":[0.9979643,0.0007691401,0.000403535,0.0001992046,0.0003513416,0.0003125744],"domain_scores_gemma":[0.9914685,0.004099355,0.001170289,0.0002026051,0.001514593,0.00154452],"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":[0.0002792141,0.0003726931,0.1366028,0.0002244676,0.00009305455,0.04381206,0.0009715756,0.0003688151,0.0005399236,0.004932,0.7766256,0.03517772],"study_design_scores_gemma":[0.0007685376,0.0005802328,0.1753987,0.006219382,0.0004161702,0.2297256,0.01653612,0.00755492,0.0006974919,0.05377879,0.5076753,0.0006486525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005897216,0.001438328,0.0001421261,0.983236,0.004555809,0.00001085175,0.00005784833,0.00001170425,0.004650095],"genre_scores_gemma":[0.09889108,0.005571235,0.0009692574,0.7978159,0.0909431,0.00005987725,0.0001430348,0.00003249762,0.005574003],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02261058,"threshold_uncertainty_score":0.02492237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006961086070111199,"score_gpt":0.2373735391987187,"score_spread":0.2304124531286075,"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."}}