{"id":"W3092154959","doi":"10.1111/hdi.12892","title":"Association between serum lipids, polyunsaturated fatty acids, and prognosis in maintenance hemodialysis patients","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Dyslipidemia; Internal medicine; Hemodialysis; Proportional hazards model; Eicosapentaenoic acid; Gastroenterology; Cholesterol; Risk factor; Population; Polyunsaturated fatty acid; Confidence interval; Fatty acid; Disease; Biology; Biochemistry","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":[0.0004944411,0.0001747777,0.000194706,0.0004221021,0.0002466067,0.0003306091,0.0001263174,0.0002674716,0.0008495087],"category_scores_gemma":[0.001142681,0.00008185584,0.0001857694,0.0004836116,0.0001554475,0.0002392761,0.0001856067,0.000294546,0.0001103182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576475,"about_ca_system_score_gemma":0.0001843557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008114196,"about_ca_topic_score_gemma":0.0008996208,"domain_scores_codex":[0.9998546,0.00003411287,0.00002506398,0.00002816944,0.00003336768,0.00002474419],"domain_scores_gemma":[0.9991723,0.0001735917,0.0004032224,0.00004001045,0.00008768456,0.0001231925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008895165,0.00001022583,0.9987904,0.000005512854,0.00001843658,0.00002233415,0.00001270666,0.00002061167,0.00008227585,0.000003798875,0.00002364686,0.0009209948],"study_design_scores_gemma":[0.000005243434,0.00007544431,0.9993262,0.000005917246,0.00002592718,0.0002152283,0.00003592842,0.0001474762,0.00005265456,0.00003076097,0.0000772665,0.000001819914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989213,0.0005734016,0.00007471527,0.00004004636,0.000004714293,0.000002887975,0.0001436745,0.000002437463,0.0002368107],"genre_scores_gemma":[0.9996252,0.0001305151,0.00005299706,0.000009464191,0.000009927358,0.000002424972,0.0001247963,3.580001e-7,0.00004427829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008495087,"threshold_uncertainty_score":0.00284189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187208142930622,"score_gpt":0.2798438295112826,"score_spread":0.2579717480819764,"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."}}