{"id":"W2901946782","doi":"10.2215/cjn.05680518","title":"Medicare’s New Prospective Payment System on Facility Provision of Peritoneal Dialysis","year":2018,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Peritoneal dialysis; Medicine; Prospective payment system; Dialysis; Prospective cohort study; Hemodialysis; Payment; Emergency medicine; Intensive care medicine; Internal medicine; Finance; Business","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":[0.005488785,0.0003503781,0.0003431076,0.002453902,0.0008020396,0.001192531,0.0009679602,0.0007866833,0.007399125],"category_scores_gemma":[0.02952408,0.0003632762,0.0009905669,0.005186161,0.0004228949,0.001048681,0.00144383,0.001161361,0.000897787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003286522,"about_ca_system_score_gemma":0.005608236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04117348,"about_ca_topic_score_gemma":0.05427682,"domain_scores_codex":[0.9923118,0.002410276,0.00118228,0.0005775624,0.002634356,0.0008836064],"domain_scores_gemma":[0.9494428,0.01145824,0.02649115,0.002675213,0.006458879,0.003473753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003494566,0.0001089393,0.9168295,0.0001896561,0.0002349782,0.0001297881,0.0002569346,0.001071481,0.0002184938,0.003432482,0.04989586,0.02728241],"study_design_scores_gemma":[0.0001103724,0.0001390975,0.9735998,0.0001320286,0.00006281633,0.0002705467,0.0001281064,0.001342352,0.0001418219,0.0004734474,0.02357354,0.0000261055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7031987,0.005232196,0.006054643,0.01817721,0.001751504,0.001708075,0.2233575,0.0005217619,0.03999846],"genre_scores_gemma":[0.8988375,0.002583751,0.008505137,0.00449906,0.001136906,0.001281484,0.07694574,0.0000562508,0.006154174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04117348,"threshold_uncertainty_score":0.08186764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913563829716153,"score_gpt":0.3479259173229032,"score_spread":0.3187902790257416,"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."}}