{"id":"W4328053147","doi":"10.1016/j.jad.2023.03.040","title":"Systematic review and meta-analysis of retinal microvascular caliber in bipolar disorder, major depressive disorder, and schizophrenia","year":2023,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Ministero della Salute","keywords":"Schizophrenia (object-oriented programming); Bipolar disorder; Major depressive disorder; Meta-analysis; Medicine; Psychiatry; Retinal; Psychology; Ophthalmology; Internal medicine; Lithium (medication); Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002194386,0.0007701627,0.0156369,0.002560694,0.00008203762,0.00004764024,0.0002846556,0.000246163,0.0000409378],"category_scores_gemma":[0.00187713,0.0004817127,0.005943895,0.003690029,0.0002832398,0.0001534741,0.0001361248,0.0009864368,0.000003111392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008359122,"about_ca_system_score_gemma":0.000195034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005832941,"about_ca_topic_score_gemma":0.0005267229,"domain_scores_codex":[0.9943324,0.001479336,0.002528874,0.0006059128,0.0006944992,0.0003590046],"domain_scores_gemma":[0.9946455,0.001088444,0.003063867,0.0005878394,0.0003913664,0.0002229936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000315399,0.0001978747,0.000707724,0.6472101,0.3366669,0.00007706309,0.00008027434,0.000005935946,8.519438e-7,0.000008526634,0.00003939061,0.01497386],"study_design_scores_gemma":[0.0009396448,0.0002000738,0.0002550258,0.0812471,0.9138462,0.0002188551,0.0001676628,0.00003366618,4.738921e-7,0.00003498432,0.002683025,0.0003732922],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003723302,0.9971816,0.0001771949,0.0002943698,0.00002493823,0.001859953,0.00006539369,0.00001296173,0.00001126509],"genre_scores_gemma":[0.000154913,0.9991989,0.0001683709,0.0000634956,0.00001733485,0.0001123274,0.00004312825,0.00009210166,0.0001494334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5771793,"threshold_uncertainty_score":0.9997634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345435458965541,"score_gpt":0.3321629280328119,"score_spread":0.3087085734431566,"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."}}