{"id":"W2097683723","doi":"10.1681/asn.2013050458","title":"Has the Yearly Increase in the Renal Replacement Therapy Population Ended?","year":2013,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Renal replacement therapy; Dialysis; Medicine; Population; Incidence (geometry); Transplantation; Nephrology; Kidney transplantation; Peritoneal dialysis; Intensive care medicine; Internal medicine; Pediatrics; Environmental health","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":[0.003746729,0.0002702418,0.0005358058,0.0009792957,0.0007749012,0.003164572,0.0008219813,0.003308862,0.008526971],"category_scores_gemma":[0.01209056,0.0003031445,0.0008987007,0.002670657,0.001114181,0.006040478,0.001461705,0.002933774,0.001865894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253997,"about_ca_system_score_gemma":0.002834752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154535,"about_ca_topic_score_gemma":0.01178972,"domain_scores_codex":[0.9983683,0.0003950849,0.0002987088,0.0002686522,0.0003464124,0.0003227548],"domain_scores_gemma":[0.9928353,0.001134822,0.001791845,0.0003498803,0.002373936,0.001514074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005067216,0.0001940306,0.6551162,0.0009571229,0.0002750234,0.0007796657,0.0009989751,0.000630071,0.000627219,0.01506031,0.07464612,0.2502086],"study_design_scores_gemma":[0.00003647383,0.0002818124,0.7874864,0.001188687,0.0001449343,0.001411324,0.002227831,0.0006936289,0.0005042337,0.005244956,0.2007007,0.00007894375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3629861,0.08530778,0.002460478,0.4985678,0.01222604,0.00006340822,0.01387582,0.0003215344,0.02419103],"genre_scores_gemma":[0.8581398,0.04413056,0.002185332,0.07363894,0.01170555,0.00009542257,0.005820481,0.00009816406,0.004185774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01154535,"threshold_uncertainty_score":0.02852559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057543148670603,"score_gpt":0.2763400526164128,"score_spread":0.2557646211297067,"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."}}