{"id":"W2564945383","doi":"10.1093/ndt/gfw171.15","title":"SP444INTERNATIONAL VARIATIONS IN THE EXPERIENCE OF PATIENTS ON PERITONEAL DIALYSIS (PD) IN THE PERITONEAL DIALYSIS OUTCOMES AND PRACTICE PATTERNS STUDY (PDOPPS)","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Hemodialysis; Intensive care medicine; Internal medicine; Urology","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":[0.0007756818,0.0002018488,0.0002398048,0.0007120374,0.0004760029,0.0007098212,0.000419118,0.0003507576,0.003026986],"category_scores_gemma":[0.002762687,0.0002191581,0.0004501698,0.002005178,0.0002207829,0.000492153,0.001189,0.0006060107,0.0003914489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298776,"about_ca_system_score_gemma":0.0005161237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007238579,"about_ca_topic_score_gemma":0.008045387,"domain_scores_codex":[0.999178,0.0002696427,0.0001397856,0.0001539973,0.0001640275,0.00009444214],"domain_scores_gemma":[0.9977188,0.0002782352,0.001242025,0.0001435482,0.000272934,0.0003444164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002457445,0.0000157764,0.998379,0.00001190993,0.0000479122,0.00001327747,0.00008607589,0.0000162638,0.00004390624,0.00001427414,0.0002742497,0.00107282],"study_design_scores_gemma":[0.000004220939,0.00002486734,0.9994177,0.000006012842,0.00001068502,0.00005688213,0.0001245553,0.00003125283,0.0000127279,0.00001418402,0.0002955528,0.000001378118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920946,0.0002072428,0.0001914107,0.0002260283,0.00001194482,0.00004276754,0.005784099,0.000007863287,0.001433935],"genre_scores_gemma":[0.9955149,0.0001349464,0.0001785598,0.00007254994,0.00001307474,0.00007088231,0.003568945,0.000004831948,0.0004413178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007238579,"threshold_uncertainty_score":0.01439285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611626322547171,"score_gpt":0.2987474996060721,"score_spread":0.2826312363806004,"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."}}