{"id":"W4317611193","doi":"10.1177/20543581221150590","title":"Five Things to Know About Volume Overload in Peritoneal Dialysis","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Peritoneal dialysis; Medicine; Volume overload; Dialysis; Gynecology; Intensive care medicine; Surgery; Internal medicine; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008930072,0.000768361,0.001879306,0.002153902,0.005302833,0.0059142,0.002206915,0.008882221,0.005353634],"category_scores_gemma":[0.03401846,0.0005925902,0.001578213,0.001357638,0.009275761,0.01453255,0.004279549,0.02458861,0.001613884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004187144,"about_ca_system_score_gemma":0.007781055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009527128,"about_ca_topic_score_gemma":0.01522822,"domain_scores_codex":[0.9903211,0.004619977,0.001218545,0.000518437,0.002531258,0.0007907331],"domain_scores_gemma":[0.974605,0.01121731,0.001794807,0.0006169186,0.005959691,0.005806432],"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":[0.000339079,0.0005321042,0.01641065,0.005453889,0.000291577,0.004244581,0.01081589,0.0003084341,0.0006046829,0.01651828,0.6110315,0.3334494],"study_design_scores_gemma":[0.0002254052,0.001104756,0.02471337,0.02920175,0.0005130848,0.02016273,0.05045596,0.0006466994,0.0005460831,0.111757,0.7601036,0.000569595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004326373,0.1493999,0.001103583,0.8076313,0.03013652,0.00003548079,0.0000671673,0.00008007655,0.007219675],"genre_scores_gemma":[0.1091073,0.2661978,0.006537301,0.5522902,0.0589231,0.0001152972,0.0002597128,0.0001007623,0.006468602],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.009527128,"threshold_uncertainty_score":0.04722732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008302592155758426,"score_gpt":0.2688730972522769,"score_spread":0.2605705050965185,"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."}}