{"id":"W2792734132","doi":"10.1111/sdi.12692","title":"Dialysis modality and survival: Done to death","year":2018,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; St. Michael's Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Modalities; Intensive care medicine; Observational study; Dialysis; Modality (human–computer interaction); Randomized controlled trial; Peritoneal dialysis; Hemodialysis; Treatment modality; MEDLINE; Consistency (knowledge bases); Surgery; 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":[0.002105206,0.0008388654,0.002110046,0.004072648,0.0004223539,0.00166492,0.001283529,0.001542909,0.006310548],"category_scores_gemma":[0.01178818,0.0003331612,0.001773441,0.004222177,0.001193013,0.002085113,0.001042803,0.002593711,0.0007739032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559037,"about_ca_system_score_gemma":0.002727436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003578714,"about_ca_topic_score_gemma":0.004349313,"domain_scores_codex":[0.9983913,0.0006294142,0.0003761451,0.0002021242,0.0003288903,0.00007220987],"domain_scores_gemma":[0.9941871,0.004715167,0.0004847982,0.00007000691,0.0004593953,0.00008350715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002541044,0.00005405516,0.00209953,0.1341337,0.001171984,0.0001551171,0.0003682484,0.0004368756,0.000125231,0.01266304,0.04093403,0.8076041],"study_design_scores_gemma":[0.00007477625,0.0002129765,0.00992966,0.248575,0.003410511,0.001800187,0.0008748014,0.0002754757,0.0002369914,0.01496023,0.7195829,0.00006650548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007156332,0.998957,0.0000323953,0.0004917164,0.0001777077,0.000002450725,0.00001429118,0.000001197303,0.0002515879],"genre_scores_gemma":[0.001418614,0.9978577,0.00005745601,0.0003201325,0.0002286549,0.000006045894,0.00001769212,0.000001125266,0.00009247456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006310548,"threshold_uncertainty_score":0.02111089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04597752291604636,"score_gpt":0.3521426378808746,"score_spread":0.3061651149648283,"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."}}