{"id":"W6888474066","doi":"10.20381/ruor-28861","title":"Development of OCTA Automated Segmentation and Measurement Tools for Assessment of Cerebrovascular and Neural Health in Aging Populations","year":2023,"lang":"en","type":"other","venue":"uO Research (University of Ottawa)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Segmentation; Pattern recognition (psychology); Optical coherence tomography; Image segmentation; Modality (human–computer interaction); Retinal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242787,0.0007651997,0.0007741053,0.003777991,0.0003575592,0.001373582,0.0009827014,0.0009229128,0.001448113],"category_scores_gemma":[0.003596932,0.0003889971,0.0006335969,0.0009775413,0.0002088303,0.0008435273,0.001066403,0.0004764091,0.0008923775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752269,"about_ca_system_score_gemma":0.0007858374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005136584,"about_ca_topic_score_gemma":0.01086063,"domain_scores_codex":[0.9992613,0.0001445912,0.00006837895,0.0001864954,0.0002766613,0.00006243677],"domain_scores_gemma":[0.998765,0.0002353074,0.0001698684,0.00009124436,0.0006771696,0.00006137539],"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":[0.000558348,0.000364557,0.05520881,0.0004630192,0.0002986711,0.0004832433,0.0004361157,0.02545401,0.05183686,0.001926935,0.01066501,0.8523045],"study_design_scores_gemma":[0.00007198309,0.0006298099,0.08417802,0.0002360158,0.0002980928,0.001604023,0.0005575522,0.8437979,0.0505536,0.004346466,0.01356822,0.0001584073],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1793945,0.001822638,0.8006212,0.0004430379,0.000131743,0.0008956629,0.003792087,0.008135122,0.004763958],"genre_scores_gemma":[0.3879858,0.001288541,0.6013381,0.0003357969,0.0001480805,0.0009922935,0.00495171,0.0003571167,0.002602422],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005136584,"threshold_uncertainty_score":0.01021338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2912380726007323,"score_gpt":0.4269533795674229,"score_spread":0.1357153069666906,"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."}}