{"id":"W4410973515","doi":"10.1097/iae.0000000000004502","title":"LARGE RETINAL CAPILLARY ANEURYSM","year":2025,"lang":"en","type":"article","venue":"Retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Optical coherence tomography; Nomenclature; Signature (topology); Retinal; Lesion; Medicine; Computer science; Ophthalmology; Artificial intelligence; Radiology; Pathology; Taxonomy (biology); Biology; Mathematics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01164853,0.0003737306,0.0004829075,0.0020095,0.001003138,0.001143635,0.0006540063,0.0007280924,0.003022235],"category_scores_gemma":[0.02756603,0.0001836369,0.0006734116,0.0008551478,0.00123451,0.002331087,0.001784474,0.001054729,0.0009164621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009953006,"about_ca_system_score_gemma":0.003504482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009430153,"about_ca_topic_score_gemma":0.001178047,"domain_scores_codex":[0.9946296,0.002450735,0.0008824421,0.0004587183,0.001155015,0.0004235465],"domain_scores_gemma":[0.9869646,0.006346131,0.002367175,0.0004951383,0.003112064,0.0007148425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0006413433,0.000231627,0.209832,0.01099656,0.0001971995,0.02199672,0.008779585,0.001196412,0.01035381,0.02250127,0.02940414,0.6838694],"study_design_scores_gemma":[0.000266178,0.002270052,0.255876,0.02680579,0.0007310211,0.3554405,0.04843986,0.003874322,0.01323386,0.03801394,0.2546453,0.0004031813],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7547922,0.05925794,0.05508254,0.03043867,0.00216719,0.003205125,0.001383252,0.0003109492,0.09336212],"genre_scores_gemma":[0.9206237,0.02032089,0.04544019,0.006501997,0.001055468,0.00123099,0.0007798807,0.00003880613,0.004008061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01164853,"threshold_uncertainty_score":0.06160408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00720699497558112,"score_gpt":0.2948664776053681,"score_spread":0.287659482629787,"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."}}