{"id":"W3027554704","doi":"10.1016/j.ophtha.2020.05.032","title":"Peripapillary Retinal Segmentation in OCT Angiography","year":2020,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Heidelberg Engineering; Alcon Research Institute; Dalhousie Medical Research Foundation","keywords":"Glaucoma; Medicine; Ophthalmology; Retinal; Optic nerve; Optical coherence tomography; Nerve fiber layer; Retina; Angiography; Optometry; Radiology; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001313003,0.0004239428,0.0003093392,0.003331436,0.0005797761,0.002321741,0.0003944805,0.001278615,0.002915964],"category_scores_gemma":[0.004775998,0.000550466,0.0003096272,0.001345407,0.0004042338,0.001183219,0.0004981357,0.0007561456,0.0008999531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005676751,"about_ca_system_score_gemma":0.000834382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336574,"about_ca_topic_score_gemma":0.007170379,"domain_scores_codex":[0.9994178,0.0001943539,0.00008303799,0.00005052741,0.0001319989,0.0001222815],"domain_scores_gemma":[0.9986687,0.0006340653,0.0001473033,0.0001310296,0.0003046093,0.0001143048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004139881,0.0003393289,0.3935297,0.0006861886,0.0001670036,0.03786019,0.0007882857,0.005355008,0.1170094,0.007753269,0.008196984,0.4241748],"study_design_scores_gemma":[0.0001243782,0.000934358,0.5885849,0.001347297,0.0004993128,0.1592816,0.001775118,0.1142985,0.09805133,0.009363065,0.02554339,0.0001968113],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915261,0.009420131,0.06505127,0.001651897,0.0003614235,0.0002485912,0.0005646737,0.0006548787,0.03052098],"genre_scores_gemma":[0.962913,0.002450004,0.03162917,0.0002856771,0.0002126694,0.00003968971,0.0001706074,0.0001213251,0.002177828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003336574,"threshold_uncertainty_score":0.009754837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267167068275826,"score_gpt":0.2862042065010563,"score_spread":0.263532535818298,"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."}}