{"id":"W4409289907","doi":"10.37275/scipsy.v6i2.186","title":"The Eye as a Window to Neuroinflammation in Psychiatric Disorders?: A Meta-Analysis of Retinal Structural and Vascular Biomarkers","year":2025,"lang":"en","type":"article","venue":"Scientia Psychiatrica","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroinflammation; Retinal; Window (computing); Meta-analysis; Medicine; Neuroscience; Psychiatry; Ophthalmology; Psychology; Internal medicine; Inflammation; Computer science; World Wide Web","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":[0.01307379,0.001884819,0.009796505,0.004927768,0.0006371348,0.003111773,0.001722878,0.002133922,0.002761659],"category_scores_gemma":[0.02585681,0.001101287,0.0328531,0.006971225,0.0006778021,0.001551228,0.001323515,0.001477697,0.0002355579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092633,"about_ca_system_score_gemma":0.001788797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005369331,"about_ca_topic_score_gemma":0.008396612,"domain_scores_codex":[0.9894406,0.005241865,0.002491524,0.001699635,0.0007434772,0.0003830025],"domain_scores_gemma":[0.9788452,0.01540892,0.003168908,0.001266563,0.001023609,0.0002869559],"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":[0.003682478,0.00002420028,0.04084486,0.08338301,0.8604934,0.0002521178,0.0001167148,0.0003920658,0.0003839546,0.0002071179,0.0005336843,0.009686405],"study_design_scores_gemma":[0.0004459028,0.0002188312,0.02074579,0.008001485,0.9684044,0.0001704759,0.00007218041,0.0002470399,0.0001220736,0.0003535741,0.001196896,0.00002140707],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02297651,0.9735363,0.001323579,0.0003977933,0.0001901442,0.0001253969,0.001082951,0.00003025236,0.0003371615],"genre_scores_gemma":[0.7089466,0.2833978,0.003142363,0.001278367,0.0004751046,0.000687774,0.001635403,0.00006288986,0.0003736083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01307379,"threshold_uncertainty_score":0.06914163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267492790786949,"score_gpt":0.2868732052920156,"score_spread":0.2741982773841461,"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."}}