{"id":"W4288518662","doi":"10.14740/jocmr4676","title":"Kidney Replacement Therapy in Cardiorenal Syndromes","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiorenal syndrome; Peritoneal dialysis; Renal replacement therapy; Intensive care medicine; Tolerability; Hemodialysis; Dialysis; Kidney disease; Internal medicine; Adverse effect","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002337314,0.0002386498,0.001473321,0.00136291,0.000351275,0.0006279384,0.0004439115,0.0005467377,0.002809408],"category_scores_gemma":[0.006605561,0.00008780207,0.001190348,0.002518985,0.000221731,0.000491281,0.0004800517,0.0006316605,0.0002243466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005501762,"about_ca_system_score_gemma":0.001220582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00067602,"about_ca_topic_score_gemma":0.001120461,"domain_scores_codex":[0.9973258,0.001150167,0.0008695809,0.0001420268,0.0004343603,0.00007816758],"domain_scores_gemma":[0.9961489,0.002255357,0.001182447,0.0000861232,0.0002309243,0.0000962007],"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":[0.004582006,0.0004562987,0.04423252,0.3173027,0.006133563,0.002129559,0.0006814371,0.0003622754,0.001308223,0.004286136,0.01480151,0.6037237],"study_design_scores_gemma":[0.006699092,0.005098566,0.3664814,0.2400788,0.01852348,0.01723102,0.001156644,0.0007672692,0.002426303,0.009063152,0.332334,0.0001403916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01089132,0.985005,0.0001828744,0.0004147565,0.0002913206,0.0001343272,0.000341274,0.000003585321,0.002735509],"genre_scores_gemma":[0.275032,0.716671,0.001675446,0.001838602,0.001638916,0.0006447308,0.001464676,0.000005274524,0.001029285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002809408,"threshold_uncertainty_score":0.01236111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5452850918690968,"score_gpt":0.6180238407482654,"score_spread":0.07273874887916865,"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."}}