{"id":"W3048463440","doi":"10.1053/j.ajkd.2020.05.032","title":"Peritoneal Dialysis Use and Practice Patterns: An International Survey Study","year":2020,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; St. Michael's Hospital; University of Calgary; University of Alberta","funders":"International Society of Nephrology","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Internal medicine","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":[0.001859766,0.0002891065,0.0002902671,0.001539761,0.0003795276,0.000832947,0.0004399419,0.0004923902,0.001427508],"category_scores_gemma":[0.003368195,0.000438037,0.0005055983,0.002925149,0.0004448949,0.001601377,0.00103605,0.0005490083,0.0004402454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004618556,"about_ca_system_score_gemma":0.0004093645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003844855,"about_ca_topic_score_gemma":0.004231292,"domain_scores_codex":[0.9987006,0.000483709,0.0002814677,0.0002302679,0.0001434822,0.000160463],"domain_scores_gemma":[0.996155,0.0005641986,0.002284708,0.0002024359,0.0003575764,0.0004362297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001828267,0.00003706401,0.9983398,0.00002390578,0.00002179633,0.00002421656,0.000518418,0.00001845376,0.0000389724,0.00001372571,0.0001085371,0.0008369053],"study_design_scores_gemma":[0.000007829664,0.0001189228,0.9966833,0.00003163635,0.00001576317,0.0002214133,0.002294714,0.0001349581,0.00003666704,0.00001737254,0.0004313358,0.000006036285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972274,0.0001946155,0.0001529278,0.0001041166,0.00000382375,0.00006074032,0.001386487,0.00000405862,0.0008659529],"genre_scores_gemma":[0.9982727,0.0002364645,0.0003102031,0.00011005,0.000007120434,0.00008696739,0.0008362611,0.000002633709,0.0001376124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003844855,"threshold_uncertainty_score":0.009835541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03940429056296246,"score_gpt":0.3305847247551591,"score_spread":0.2911804341921966,"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."}}