{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007131825,0.0001219673,0.0001918096,0.00007183239,0.00008282752,0.00001320972,0.00005540619,0.00006017781,0.0003527853],"category_scores_gemma":[0.00007655804,0.00009771813,0.0001249549,0.0001919217,0.00003330159,0.00002384475,0.00004738695,0.0001088739,0.0001941764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005122869,"about_ca_system_score_gemma":0.00008274128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001618949,"about_ca_topic_score_gemma":0.000001489259,"domain_scores_codex":[0.9991674,0.00002829102,0.0001509439,0.0002340473,0.0001648481,0.000254423],"domain_scores_gemma":[0.9994717,0.00002647019,0.00003247898,0.0002902653,0.00005931881,0.0001197158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001158525,0.001043588,0.9094163,0.0005962182,0.0002283348,0.0030782,0.0001167481,3.372047e-7,0.001931502,0.01650639,0.06173434,0.004189555],"study_design_scores_gemma":[0.00251067,0.0003789219,0.8676268,0.0003747144,0.0003815979,0.0002873244,0.0001379894,0.00008355056,0.001653519,0.0009224755,0.1254865,0.0001559563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8547511,0.001892638,0.00004431545,0.002257857,0.0001371626,0.000253522,0.0000119929,0.0000877735,0.1405636],"genre_scores_gemma":[0.9818728,0.0002175733,0.000152643,0.001047144,0.00006943087,0.00001452887,0.00005650559,0.00001209436,0.0165573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271217,"threshold_uncertainty_score":0.398483,"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."}}