{"id":"W2113630614","doi":"10.2215/cjn.05410512","title":"Dialysis and Mortality","year":2012,"lang":"en","type":"editorial","venue":"Clinical Journal of the American Society of Nephrology","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Residence; Hemodialysis; Peritoneal dialysis; Dialysis; Population; Rural area; Health care; Rural health; Quality of life (healthcare); Intensive care medicine; Medical emergency; Environmental health; Nursing; Economic growth; Demography; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008022006,0.0002310641,0.0004360375,0.0009827614,0.0007256165,0.001233827,0.000567479,0.0007463992,0.01745924],"category_scores_gemma":[0.005777569,0.0001449591,0.0006469474,0.001982326,0.0002369511,0.0007632625,0.0009798473,0.002291802,0.001891118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008882636,"about_ca_system_score_gemma":0.001153331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005766509,"about_ca_topic_score_gemma":0.003581805,"domain_scores_codex":[0.9988217,0.00033973,0.0001252318,0.0001886101,0.0002932496,0.0002314452],"domain_scores_gemma":[0.9975476,0.0003932432,0.000740928,0.0001130266,0.0004937738,0.000711413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002394501,0.0001898509,0.7827507,0.001148645,0.0006989152,0.0002801319,0.0002860648,0.000409927,0.00008397079,0.003832328,0.1296868,0.08039326],"study_design_scores_gemma":[0.00005614282,0.0001202648,0.9237209,0.001102876,0.0003140661,0.001753624,0.0005956702,0.0006915687,0.00008658128,0.00551672,0.06599443,0.00004719582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.4124399,0.2702474,0.003860126,0.09579134,0.007952752,0.0002291165,0.05191808,0.0006138921,0.1569474],"genre_scores_gemma":[0.927114,0.04741757,0.0007738046,0.005251861,0.003520203,0.000120064,0.01034022,0.00006362888,0.005398602],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01745924,"threshold_uncertainty_score":0.05840701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09141663367567773,"score_gpt":0.3842190140706092,"score_spread":0.2928023803949314,"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."}}