{"id":"W2953100714","doi":"10.5489/cuaj.5825","title":"Peritoneal dialysis catheter removal at the time of renal transplantation: Choosing the optimal candidate","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Peritoneal dialysis; Medicine; Transplantation; Catheter; Dialysis; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001278446,0.0002872914,0.0005398989,0.001015597,0.0005613639,0.001059745,0.0004843615,0.0007695917,0.001820001],"category_scores_gemma":[0.004357277,0.0001441316,0.0005331592,0.0006007826,0.0004855502,0.001126266,0.0004522495,0.0008013399,0.0004751846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307004,"about_ca_system_score_gemma":0.000815664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000439507,"about_ca_topic_score_gemma":0.0008240415,"domain_scores_codex":[0.9992355,0.0002354162,0.0001333995,0.0001240224,0.0001425429,0.0001290222],"domain_scores_gemma":[0.9978384,0.0006886158,0.0008982604,0.00004427829,0.0001393722,0.0003911332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003361258,0.00009845282,0.9762809,0.00008986417,0.00004459171,0.001179066,0.0001195519,0.0001893893,0.000610979,0.0001276804,0.0006142643,0.02030913],"study_design_scores_gemma":[0.00006601847,0.0006825434,0.9656019,0.00100936,0.0001515733,0.02044899,0.002649842,0.002333051,0.001600765,0.001588807,0.003814344,0.00005279871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807572,0.01343967,0.001853554,0.001980786,0.000150038,0.00001929749,0.0001500304,0.0000114175,0.001637927],"genre_scores_gemma":[0.9957514,0.002791189,0.0008923529,0.0001685888,0.000194846,0.000008308984,0.00009822506,0.000004493819,0.00009069523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001820001,"threshold_uncertainty_score":0.006761134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005945442374264193,"score_gpt":0.2079789406765715,"score_spread":0.2020334983023073,"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."}}