{"id":"W2277652879","doi":"10.1093/ndt/gfv183.51","title":"FP733INTERNATIONAL TRENDS IN HEMODIAFILTRATION (HDF) USE IN THE DIALYSIS OUTCOMES AND PRACTICE PATTERNS STUDY (DOPPS)","year":2015,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Dialysis; Intensive care medicine; Hemodialysis; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007074751,0.0001984593,0.0002674515,0.0009429021,0.0003025165,0.0006095018,0.0004391395,0.0002193812,0.002738556],"category_scores_gemma":[0.002553283,0.0001487179,0.0003793667,0.002298108,0.000156299,0.0004447758,0.0005242307,0.0003305741,0.0002881149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006125371,"about_ca_system_score_gemma":0.0008330918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01732758,"about_ca_topic_score_gemma":0.01549207,"domain_scores_codex":[0.9994879,0.0001029713,0.00009894027,0.0001154345,0.000117421,0.0000773686],"domain_scores_gemma":[0.9976493,0.0002168082,0.001523573,0.0001015922,0.0002761341,0.0002326416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008856632,0.00002166401,0.9969297,0.00002944875,0.00007628787,0.0000113545,0.00004569389,0.00002554566,0.00004159416,0.00002910558,0.0008602045,0.001840905],"study_design_scores_gemma":[0.00002424962,0.00004479528,0.9987057,0.00002479265,0.00003755053,0.000071481,0.00007930757,0.00009762667,0.00004394361,0.00001925209,0.0008493086,0.000001890601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654633,0.0006589763,0.0003251372,0.0002596256,0.00002321509,0.0001109613,0.03096067,0.00001777717,0.002180197],"genre_scores_gemma":[0.9859708,0.0002357301,0.0002911616,0.00007946097,0.00002146192,0.0001343481,0.01258641,0.000005300953,0.0006752463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01732758,"threshold_uncertainty_score":0.03445345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05468014635122141,"score_gpt":0.3405455441904079,"score_spread":0.2858653978391865,"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."}}