{"id":"W3045796636","doi":"10.1038/s41581-020-0315-4","title":"The current and future landscape of dialysis","year":2020,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":633,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dialysis; Value (mathematics); Transformative learning; Modalities; Harmonization; Intensive care medicine; Health care; Sustainability; Public relations; Economic growth; Political science; Surgery; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005930578,0.0004445231,0.003975705,0.0001548981,0.00007634095,0.00002089565,0.000276461,0.0005000447,0.00007590764],"category_scores_gemma":[0.0001898289,0.000196619,0.001470472,0.0006529273,0.0001244482,0.00001612213,0.0002078966,0.001465333,0.00005666809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002412674,"about_ca_system_score_gemma":0.0001466819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.830409e-7,"about_ca_topic_score_gemma":0.000003043815,"domain_scores_codex":[0.9974493,0.0005537986,0.0009957295,0.0004952653,0.0002527787,0.0002530744],"domain_scores_gemma":[0.998143,0.0002116492,0.000750215,0.000635927,0.00006926239,0.0001899682],"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":[0.00001921542,0.00004064816,0.000002762077,0.02767213,0.000711349,0.00001625293,0.00001120463,4.585282e-9,6.073158e-8,0.0008766192,0.03568919,0.9349605],"study_design_scores_gemma":[0.0001877493,0.00008023668,0.00003105652,0.003418223,0.01278283,0.00002296473,0.000002612079,0.000001864914,1.817544e-8,0.00002686891,0.9832965,0.0001490532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.668794e-7,0.9940194,0.000003356821,0.002365079,0.0005483975,0.001675388,0.00002420044,0.00001576724,0.001348167],"genre_scores_gemma":[8.715231e-7,0.996413,0.000058081,0.000768755,0.00230286,0.0001605873,0.0001813027,0.00003085694,0.00008370111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9476073,"threshold_uncertainty_score":0.8017891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914386476060665,"score_gpt":0.3349817386731692,"score_spread":0.3158378739125626,"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."}}