{"id":"W4400389258","doi":"10.1007/s40123-024-00985-0","title":"OCTA: Essential or Gimmick?","year":2024,"lang":"en","type":"article","venue":"Ophthalmology and Therapy","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Octane (Canada); Queen's University","funders":"","keywords":"Macular degeneration; Medicine; Retinal; Ophthalmology; Fluorescein angiography; Diabetic retinopathy; Foveal; Optometry; Diabetes mellitus","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":[0.00313745,0.001221512,0.001377973,0.001444599,0.001673352,0.004763003,0.002117766,0.01090723,0.01536795],"category_scores_gemma":[0.01779314,0.0004671374,0.0009751242,0.0007612594,0.005149705,0.008545692,0.002766016,0.01320127,0.006396343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690663,"about_ca_system_score_gemma":0.00308631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003858372,"about_ca_topic_score_gemma":0.008722769,"domain_scores_codex":[0.9978893,0.0004984633,0.0002444412,0.0003323741,0.0007476885,0.000287718],"domain_scores_gemma":[0.9923853,0.003230502,0.0003812292,0.0002791927,0.00231049,0.001413184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006414748,0.00001747354,0.0003970286,0.0004346552,0.0000150596,0.0009255672,0.0001964724,0.00004600171,0.0002483947,0.009135264,0.9014657,0.08705413],"study_design_scores_gemma":[0.00001986849,0.00004221582,0.0003941994,0.00125407,0.00001739353,0.002569798,0.0007207806,0.00008563256,0.0001476305,0.01241656,0.9822957,0.0000361518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000492755,0.082192,0.001386047,0.7239012,0.1824582,0.00002750072,0.0001389066,0.0001687598,0.009234494],"genre_scores_gemma":[0.008430648,0.103761,0.002684853,0.5034554,0.352465,0.00005198674,0.0001839367,0.0002433498,0.02872376],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01536795,"threshold_uncertainty_score":0.05141091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797671045211472,"score_gpt":0.3564358230538908,"score_spread":0.3284591126017761,"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."}}