{"id":"W2916824379","doi":"10.1111/hdi.12725","title":"A possible link between polyunsaturated fatty acids and uremic toxins from the gut microbiota in hemodialysis patients: A hypothesis","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Polyunsaturated fatty acid; Docosahexaenoic acid; Fatty acid; Albumin; Eicosapentaenoic acid; Hemodialysis; Internal medicine; Biochemistry; Medicine; Chemistry; Endocrinology","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":[0.0009664794,0.0005616144,0.0004937893,0.0009261664,0.000555468,0.001205949,0.0007162119,0.001443893,0.005190067],"category_scores_gemma":[0.001998844,0.0002545745,0.0007364959,0.0008428523,0.00110916,0.001232783,0.0007209593,0.0005718084,0.0003441725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408926,"about_ca_system_score_gemma":0.000550344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008109709,"about_ca_topic_score_gemma":0.0005214528,"domain_scores_codex":[0.9995552,0.0001354489,0.00003298069,0.000144029,0.00003771337,0.00009453827],"domain_scores_gemma":[0.9988415,0.0004156912,0.000428216,0.0000613588,0.00009063729,0.0001626753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001359656,0.0003467663,0.9761538,0.0003694207,0.0003877603,0.002208565,0.0008698578,0.00008781182,0.004896966,0.00110484,0.0004465595,0.01176787],"study_design_scores_gemma":[0.0001758539,0.001854656,0.9794468,0.0002272097,0.0006343483,0.005870915,0.003484093,0.001682422,0.001293764,0.003209487,0.002083754,0.00003662099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826251,0.01137324,0.001471099,0.002803995,0.0001345221,0.00004273605,0.0002152933,0.00001647623,0.001317473],"genre_scores_gemma":[0.9952697,0.002438293,0.0009109485,0.0004816312,0.0002493995,0.00003722091,0.000171856,0.000002298374,0.0004386741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005190067,"threshold_uncertainty_score":0.01736253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127500157185432,"score_gpt":0.2355375256568869,"score_spread":0.2227875099383437,"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."}}