{"id":"W4404543943","doi":"10.34172/bshj.16","title":"The association of serum phospholipids levels with chronic kidney disease: A systematic review of observational studies","year":2024,"lang":"en","type":"review","venue":"BioSocial Health Journal.","topic":"Biomedical Research and Pathophysiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lysophosphatidylethanolamine; Internal medicine; Kidney disease; Observational study; Phosphatidylcholine; Chemistry; Biochemistry; Phospholipid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01131915,0.001390908,0.008022973,0.01203211,0.000736405,0.002362924,0.001727949,0.001566914,0.003106801],"category_scores_gemma":[0.04777757,0.001141896,0.008391318,0.01694246,0.0008404472,0.001817693,0.001479937,0.0009481433,0.0002386074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002735852,"about_ca_system_score_gemma":0.009172214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008221851,"about_ca_topic_score_gemma":0.02009171,"domain_scores_codex":[0.9865559,0.003944135,0.006433115,0.001086778,0.001634804,0.0003452783],"domain_scores_gemma":[0.9419337,0.04075642,0.01133026,0.001050245,0.004521911,0.0004075201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000247992,0.00001504442,0.006080628,0.9570963,0.02335089,0.000158893,0.000206033,0.00007634908,0.0001514403,0.00009984014,0.000678313,0.01183823],"study_design_scores_gemma":[0.0003645612,0.0003242976,0.03343052,0.6943238,0.2581405,0.0008325208,0.0006099362,0.0001338226,0.0002712164,0.0003081455,0.01119132,0.00006939648],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004126791,0.9939489,0.000184262,0.00021932,0.00006754653,0.0002632699,0.001026361,0.00000641609,0.0001570501],"genre_scores_gemma":[0.05666212,0.9391834,0.001235746,0.0006050874,0.0001054958,0.001053298,0.001032658,0.000008405695,0.0001137734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01203211,"threshold_uncertainty_score":0.05986208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.188362304949163,"score_gpt":0.485983142605732,"score_spread":0.297620837656569,"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."}}