{"id":"W1934230356","doi":"10.1111/j.1525-139x.2010.00740.x","title":"Should Patients Remain on Intensive Hemodialysis Rather than Choosing to Receive a Kidney Transplant?","year":2010,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Transplantation; Dialysis; Hemodialysis; Intensive care medicine; Kidney transplantation; Quality of life (healthcare); Intensive care; Randomized controlled trial; Internal medicine; Nursing","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":[0.002977274,0.0001081215,0.0004708479,0.000291494,0.0007739544,0.001515566,0.0004582636,0.00212457,0.005606752],"category_scores_gemma":[0.01982731,0.00008948705,0.0003148297,0.0004709999,0.00101934,0.002673194,0.0005414567,0.002652728,0.0006435491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007564155,"about_ca_system_score_gemma":0.001724907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144654,"about_ca_topic_score_gemma":0.003794547,"domain_scores_codex":[0.9987307,0.0008736512,0.0001086545,0.00008190612,0.0001259323,0.00007903487],"domain_scores_gemma":[0.9912977,0.005274509,0.001554514,0.0001690305,0.0005366974,0.00116742],"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":[0.001388664,0.0006510578,0.07886456,0.003380413,0.0002241679,0.002591245,0.003082938,0.0003219588,0.0005751102,0.02557745,0.15195,0.7313925],"study_design_scores_gemma":[0.001120855,0.002141772,0.1356874,0.01889052,0.0007565718,0.01217519,0.03212591,0.0008796102,0.0009161725,0.1766094,0.6184976,0.0001990155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0450106,0.06760511,0.001335737,0.8615144,0.005141894,0.00005146417,0.0001378761,0.00001467658,0.01918829],"genre_scores_gemma":[0.5289339,0.1323723,0.005178157,0.3039321,0.02190255,0.0002015202,0.0002185375,0.00002542048,0.007235352],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005606752,"threshold_uncertainty_score":0.01875639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007064119313304,"score_gpt":0.3163428494245745,"score_spread":0.2862722082314415,"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."}}