{"id":"W3202175968","doi":"10.1053/j.ajkd.2021.07.005","title":"Can We Modify the Elevated Mortality Associated With Kidney Replacement Therapy Transitions With Integrated Care?","year":2021,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"Medtronic","keywords":"Medicine; Renal replacement therapy; Intensive care medicine; Kidney disease; Internal medicine","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":[0.003323702,0.0004144819,0.001058267,0.0006377192,0.002920986,0.002842397,0.001608835,0.02787633,0.01069064],"category_scores_gemma":[0.04052088,0.0003474508,0.001608663,0.0005527684,0.001897978,0.00373479,0.001749546,0.02332178,0.00390898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002734877,"about_ca_system_score_gemma":0.006678706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012607,"about_ca_topic_score_gemma":0.01780135,"domain_scores_codex":[0.9968929,0.001087077,0.0004179736,0.0002578511,0.0007639678,0.0005801893],"domain_scores_gemma":[0.9854097,0.006915317,0.001462765,0.0004259491,0.001857965,0.00392821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000311529,0.0006291787,0.0207052,0.000237366,0.0001715632,0.004697812,0.0004838077,0.0003436259,0.0004570992,0.0105662,0.861361,0.1000356],"study_design_scores_gemma":[0.0008341129,0.0005874482,0.02368755,0.001841409,0.0002605063,0.005437863,0.002010943,0.001296009,0.0004389874,0.0441163,0.919327,0.000161973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008224368,0.0009114274,0.00008089886,0.9904937,0.005412437,0.000004723672,0.00002131829,0.00001497128,0.002238044],"genre_scores_gemma":[0.01216602,0.002255574,0.0004748459,0.9348279,0.04738848,0.00003845515,0.00004104866,0.00001904014,0.002788693],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02787633,"threshold_uncertainty_score":0.03576374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460254933022538,"score_gpt":0.2556841323473891,"score_spread":0.2410815830171637,"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."}}