{"id":"W2534505876","doi":"10.1053/j.ajkd.2016.05.021","title":"Intensive Hemodialysis and Treatment Complications and Tolerability","year":2016,"lang":"en","type":"review","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Tolerability; Blood pressure; Prospective cohort study; Internal medicine; Blood volume; Cardiology; Intensive care medicine; Adverse effect","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009765678,0.0003259899,0.002458137,0.0003151148,0.00006437403,0.00004201902,0.00009177069,0.00003273955,0.00004913306],"category_scores_gemma":[0.001117178,0.0001699903,0.0008616173,0.0002212024,0.0005664416,0.0000555052,0.00006869747,0.00008739919,0.000008139495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749821,"about_ca_system_score_gemma":0.0007491789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001540184,"about_ca_topic_score_gemma":3.843912e-7,"domain_scores_codex":[0.9983713,0.0001895408,0.000730686,0.0003024956,0.0002359771,0.0001700062],"domain_scores_gemma":[0.9962965,0.000306869,0.0009515935,0.0003475244,0.000349192,0.001748348],"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":[0.00005400063,0.0002969603,0.0006538578,0.001164397,0.002063642,0.00005187024,0.00003880577,4.411769e-8,3.253189e-7,0.00002736232,0.002705683,0.992943],"study_design_scores_gemma":[0.0005354339,0.000785426,0.003557712,0.01064115,0.016762,0.0001462023,0.0001682348,0.000001533124,1.283339e-7,0.00004087462,0.9671693,0.0001920237],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002933388,0.9956082,0.00005787842,0.002844886,0.0000540631,0.000414068,0.000413172,0.00001038099,0.0003040518],"genre_scores_gemma":[0.0008660333,0.9972565,0.0001687181,0.001324696,0.0001803508,0.00003150434,0.00005267036,0.00002521455,0.00009435081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.992751,"threshold_uncertainty_score":0.6932004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756325400422019,"score_gpt":0.3313671721778416,"score_spread":0.3038039181736214,"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."}}