{"id":"W4386347270","doi":"","title":"Prognostic Value of Elevated Plasma Galectin-3 for Renal Adverse Events in Dialysis Patients: A Systematic Review and Meta-Analysis.","year":2023,"lang":"en","type":"review","venue":"PubMed","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Internal medicine; Dialysis; Adverse effect; Cochrane Library; Renal function; Intensive care medicine; Funnel plot; Hemodialysis; Publication bias","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":[0.01258607,0.002482054,0.01701427,0.006910249,0.0006556279,0.002921428,0.002033125,0.002349948,0.00341112],"category_scores_gemma":[0.02913514,0.001367672,0.04207554,0.007441217,0.0006413,0.001814251,0.00163684,0.001972337,0.0003088742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002320922,"about_ca_system_score_gemma":0.004237676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006446025,"about_ca_topic_score_gemma":0.01442341,"domain_scores_codex":[0.9922288,0.003393071,0.002357044,0.0008759824,0.0008739301,0.0002712174],"domain_scores_gemma":[0.9801573,0.01443489,0.00316294,0.0005761643,0.001386906,0.0002817945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001631823,0.00003461925,0.005611149,0.3705374,0.6121467,0.0001085319,0.0000785586,0.0003991289,0.0001644941,0.0001178551,0.0004670611,0.008702647],"study_design_scores_gemma":[0.000313413,0.0001440767,0.003335479,0.01795109,0.9767687,0.00006535487,0.00003549733,0.0001587352,0.0000699195,0.0001514829,0.0009857052,0.00002051847],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004346975,0.9937466,0.0005570021,0.0002114256,0.0001481316,0.0003018912,0.0004989782,0.00002009755,0.0001689127],"genre_scores_gemma":[0.1841327,0.8091831,0.002484609,0.001027102,0.0003061238,0.001499759,0.001006604,0.00002832152,0.000331714],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01701427,"threshold_uncertainty_score":0.06656229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06682853954068868,"score_gpt":0.2956150582979561,"score_spread":0.2287865187572675,"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."}}