{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001452427,0.0007581539,0.004485925,0.001521146,0.0000911805,0.0001088294,0.0003743161,0.0003923205,0.0002849108],"category_scores_gemma":[0.0005891414,0.0005750298,0.001489233,0.00245555,0.0001323831,0.00006306874,0.000603697,0.0003351536,0.0002445499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003650001,"about_ca_system_score_gemma":0.0001621812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004017094,"about_ca_topic_score_gemma":0.0003111013,"domain_scores_codex":[0.9955581,0.0004672299,0.001249515,0.001330188,0.0007792884,0.0006156797],"domain_scores_gemma":[0.9972052,0.0002920994,0.0003475851,0.00141088,0.0001245863,0.0006196473],"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":[0.00005386414,0.0004260028,0.001141286,0.01008903,0.002365825,0.0001892114,0.0002194616,0.000003019234,8.604467e-7,0.000120573,0.002804078,0.9825868],"study_design_scores_gemma":[0.0004678289,0.0001313647,0.0006382729,0.01488141,0.02095317,0.00000648814,0.00007197484,0.00002066326,0.000002334552,0.0001683075,0.9619637,0.000694468],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009298576,0.9902222,0.00008654111,0.0003222381,0.000299274,0.001331767,0.00009135112,0.00006633881,0.006650408],"genre_scores_gemma":[0.00033482,0.9945502,0.0006928945,0.0002161343,0.0005831582,0.0003593452,0.0004024799,0.0001002958,0.002760636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9818923,"threshold_uncertainty_score":0.9996701,"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."}}