{"id":"W4408186469","doi":"10.1167/iovs.66.3.13","title":"Factors Associated With Retinal Vessel Traits in the Canadian Longitudinal Study on Aging","year":2025,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Retinal; Ophthalmology; Medicine; Optometry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008770516,0.0004085209,0.0003334914,0.001069393,0.001555797,0.0006194196,0.0007146305,0.0005562434,0.00144442],"category_scores_gemma":[0.002134553,0.0002350704,0.0005533888,0.002090727,0.0003539105,0.0002817374,0.0004665204,0.0008405473,0.0001699477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003740854,"about_ca_system_score_gemma":0.005208133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.917845,"about_ca_topic_score_gemma":0.935471,"domain_scores_codex":[0.9994159,0.00004032909,0.00003297194,0.0001461432,0.0002069592,0.0001577459],"domain_scores_gemma":[0.9984788,0.00007219533,0.000378383,0.00009394081,0.0007037043,0.0002728987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004776535,0.00001106971,0.9973953,0.00001031156,0.00005498498,0.00003207566,0.00009076909,0.00003449625,0.0001139727,0.00003902564,0.0004212712,0.001748972],"study_design_scores_gemma":[0.000001864454,0.000008478697,0.9993918,0.000009005115,0.00002553025,0.00004065903,0.00006863492,0.00009420433,0.00001661184,0.00001738886,0.0003225697,0.000003266697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871466,0.003413019,0.0003529298,0.0006226297,0.00004505809,0.00003786962,0.005108831,0.00002486721,0.00324819],"genre_scores_gemma":[0.9964328,0.000657338,0.000375788,0.0001112352,0.00001412409,0.00001471456,0.001776991,0.000005013233,0.0006120438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.917845,"threshold_uncertainty_score":0.1652777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118515522557441,"score_gpt":0.4017530902293207,"score_spread":0.2832375676718797,"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."}}