{"id":"W2309977201","doi":"10.1093/ndt/gfv180.08","title":"FP556PREDICTORS OF TRANSFER TO HOME HEMODIALYSIS AFTER DEFINITIVE PERITONEAL DIALYSIS COMPLETION","year":2015,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital; Université de Montréal","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Home hemodialysis; Intensive care medicine; Dialysis; Surgery","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":[0.0006293242,0.0003346016,0.0003762659,0.0004429655,0.0003846083,0.0009746096,0.0004399916,0.0008103722,0.004317239],"category_scores_gemma":[0.003228069,0.0001793285,0.001123564,0.0004398675,0.0002457441,0.0006724438,0.0004880315,0.001597558,0.0002876817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006248653,"about_ca_system_score_gemma":0.0005258687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003879223,"about_ca_topic_score_gemma":0.004216311,"domain_scores_codex":[0.9995807,0.00007552226,0.0000504041,0.00007490475,0.00007988541,0.0001387129],"domain_scores_gemma":[0.9976598,0.0007602359,0.000917205,0.000097274,0.0001496125,0.0004158505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006904857,0.00011362,0.9945077,0.00002064201,0.0001509582,0.0001000396,0.00002589846,0.000129829,0.0001418965,0.00007128216,0.0003405261,0.003707198],"study_design_scores_gemma":[0.00002167087,0.0001726864,0.9967853,0.00003788269,0.0002174699,0.0004058539,0.0001798487,0.001136111,0.0002831105,0.0001718156,0.0005759075,0.0000122633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960536,0.001184242,0.0001344197,0.0003228124,0.0000845533,0.000007430461,0.0004473522,0.000007474662,0.001757998],"genre_scores_gemma":[0.9984022,0.0002748903,0.0001198279,0.00009805713,0.0000658379,0.000005137498,0.00043569,0.000001936704,0.0005965015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004317239,"threshold_uncertainty_score":0.01444268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855434101017335,"score_gpt":0.250154985234492,"score_spread":0.2316006442243186,"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."}}