{"id":"W4396613976","doi":"10.1111/eci.14232","title":"Soluble receptor of advanced glycation end product as a biomarker in neurocognitive and neuropsychiatric disorders: A meta‐analysis of controlled studies","year":2024,"lang":"en","type":"review","venue":"European Journal of Clinical Investigation","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Neurocognitive; Medicine; Internal medicine; Subgroup analysis; Glycation; Advanced glycation end-product; Biomarker; Publication bias; Oncology; Psychiatry; Cognition; Receptor; Chemistry; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004637819,0.0002941081,0.002777153,0.0007912352,0.0000251879,0.00001688227,0.0002639169,0.00007967176,0.00001259696],"category_scores_gemma":[0.01050982,0.000206363,0.001265426,0.00140133,0.0004307045,0.00002654195,0.0001476471,0.0004709498,0.000004163417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001068796,"about_ca_system_score_gemma":0.0004379267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001800883,"about_ca_topic_score_gemma":0.000006163459,"domain_scores_codex":[0.9921132,0.003786893,0.003067031,0.0005462136,0.0003372552,0.0001494205],"domain_scores_gemma":[0.9951329,0.0006036598,0.00303499,0.000341841,0.0007719767,0.0001146018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001495631,0.0004008236,0.0000984564,0.007792712,0.1124503,0.00001444311,0.000257204,0.0002072242,0.002022756,0.00008221575,0.000638487,0.8745398],"study_design_scores_gemma":[0.007907063,0.00592106,0.001558655,0.004411065,0.3859289,0.00005217817,0.0003438927,0.0001264159,0.0006461683,0.00109148,0.5909001,0.001113059],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00514606,0.9931342,0.00006700778,0.0003648654,0.0003613159,0.000769659,0.00002657607,0.000003547647,0.0001267444],"genre_scores_gemma":[0.01041164,0.9876492,0.001356758,0.0000437655,0.0001639343,0.00001965916,0.00008836582,0.00004795571,0.000218742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8734267,"threshold_uncertainty_score":0.9978251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1971925007814357,"score_gpt":0.47566236187682,"score_spread":0.2784698610953843,"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."}}