{"id":"W4388034202","doi":"10.1097/iae.0000000000003974","title":"RETINAL OPTICAL COHERENCE TOMOGRAPHY IMAGING BIOMARKERS","year":2023,"lang":"en","type":"review","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Optical coherence tomography; Retinal; Tomography; Computer science; Optics; Medicine; Optometry; Physics; Ophthalmology","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":[0.000707901,0.0007960955,0.001017104,0.004210914,0.0002394715,0.001819113,0.0006608249,0.0009487917,0.002033824],"category_scores_gemma":[0.002051599,0.0002009672,0.0007560758,0.002487651,0.0004837388,0.001454168,0.0004801959,0.0007080356,0.001049796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000754894,"about_ca_system_score_gemma":0.0008744443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000942471,"about_ca_topic_score_gemma":0.001058934,"domain_scores_codex":[0.9992523,0.000135535,0.0001978061,0.0001287502,0.0002136596,0.00007192327],"domain_scores_gemma":[0.99876,0.0003443706,0.0004591999,0.00003679899,0.0003661987,0.0000333986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004267759,0.0001581423,0.03829606,0.03262476,0.0009229447,0.009703976,0.0002431675,0.000654116,0.01835563,0.003445206,0.02999133,0.8651779],"study_design_scores_gemma":[0.0001297848,0.000715841,0.1014943,0.0383263,0.003747551,0.1728437,0.001126519,0.002459551,0.02552416,0.004754591,0.6486273,0.0002502951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006287231,0.9872705,0.00126362,0.001103925,0.0003430044,0.00003742577,0.0003440443,0.00005508419,0.003295199],"genre_scores_gemma":[0.1014273,0.8856071,0.005253296,0.002672428,0.001803982,0.00008168185,0.001088449,0.00001979717,0.002045931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004210914,"threshold_uncertainty_score":0.006803811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05396430691104756,"score_gpt":0.3486981678524979,"score_spread":0.2947338609414503,"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."}}