{"id":"W3170378711","doi":"10.5539/gjhs.v13n7p61","title":"Chronic Kidney Disease: Clinical and Epidemiological Scenario of Patients in Hemodialysis","year":2021,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Federal de Mato Grosso do Sul; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Hemodialysis; Kidney disease; Epidemiology; Medical record; Retrospective cohort study; Central venous catheter; Disease; Septic shock; Internal medicine; Pediatrics; Surgery; Catheter; Sepsis","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":[0.0006503909,0.0001864619,0.0002770662,0.001076086,0.0006765485,0.0007780145,0.0002717364,0.000506999,0.001311192],"category_scores_gemma":[0.002394111,0.0001275969,0.000243211,0.001683061,0.0002675601,0.00133241,0.0008024345,0.0005292527,0.0002232422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652427,"about_ca_system_score_gemma":0.0005635972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346695,"about_ca_topic_score_gemma":0.002953653,"domain_scores_codex":[0.9990221,0.0003541175,0.0002096767,0.0001298903,0.0001477952,0.0001363233],"domain_scores_gemma":[0.9980611,0.0002158597,0.001221668,0.000040855,0.000206549,0.0002539057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002190493,0.00002726284,0.9977111,0.00003123483,0.00001223039,0.0002647701,0.0001970177,0.00003083022,0.00008776691,0.00009099174,0.0003009633,0.001224017],"study_design_scores_gemma":[0.000002540046,0.00006833227,0.992465,0.00006530493,0.00001013803,0.003333708,0.002443718,0.0002463595,0.0000375875,0.0001593641,0.001157635,0.00001026307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923458,0.002112719,0.0004902016,0.001120999,0.00003093908,0.00006414156,0.001849926,0.000007132646,0.001978149],"genre_scores_gemma":[0.9973635,0.0008750868,0.0003633426,0.0001363464,0.000062176,0.00004709917,0.00105968,0.0000015145,0.00009113613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002346695,"threshold_uncertainty_score":0.00466609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044095557180905,"score_gpt":0.3877724292559799,"score_spread":0.3473314736841708,"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."}}