{"id":"W2617891587","doi":"10.1093/ndt/gfx124.mo061","title":"MO061EARLY PERITONEAL DIALYSIS ATTRITION: PRELIMINARY RESULTS FROM THE PERITONEAL DIALYSIS OUTCOMES AND PRACTICE PATTERNS STUDY (PDOPPS)","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Attrition; Dialysis; Intensive care medicine; Internal medicine; Dentistry","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":[0.002948956,0.00022029,0.0002702188,0.000610897,0.0004926954,0.0007966404,0.0006441643,0.0004609635,0.002132509],"category_scores_gemma":[0.008897349,0.0002326112,0.0006061751,0.001367207,0.000198038,0.0006489625,0.00130589,0.0007517959,0.0003062197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003907007,"about_ca_system_score_gemma":0.0008130059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055593,"about_ca_topic_score_gemma":0.01231001,"domain_scores_codex":[0.9985253,0.0007011771,0.0001440952,0.0001916639,0.000238987,0.0001987354],"domain_scores_gemma":[0.9939488,0.001352054,0.002880229,0.0004628962,0.0006330651,0.0007228989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002707636,0.00004987545,0.995983,0.00002788314,0.0000795547,0.00001707091,0.0001715472,0.00003039309,0.00003421905,0.00002145611,0.0004239439,0.002890222],"study_design_scores_gemma":[0.00002207045,0.00007752043,0.9992189,0.00001611079,0.00003180349,0.00003604526,0.0001136454,0.00009565405,0.00002057526,0.00001410795,0.0003514135,0.000002085534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957868,0.0001905213,0.0002435336,0.000220294,0.000005795963,0.00005262015,0.002948069,0.000005793531,0.0005465564],"genre_scores_gemma":[0.9967352,0.0001153798,0.0003372573,0.00008855858,0.00001454058,0.00009418367,0.002210405,0.000005444097,0.0003991244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055593,"threshold_uncertainty_score":0.02098894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838564110495817,"score_gpt":0.3062363755661117,"score_spread":0.2778507344611535,"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."}}