{"id":"W4321116316","doi":"10.1016/j.jcjo.2023.01.012","title":"OCT outcomes as biomarkers for disease status, visual function, and prognosis in diabetic macular edema","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Diabetic macular edema; Retinal; Triamcinolone acetonide; Visual acuity; Optical coherence tomography; Diabetic retinopathy; Macular edema; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001612786,0.000528782,0.0004922743,0.001125964,0.000378143,0.001558183,0.000342608,0.0008063402,0.001097445],"category_scores_gemma":[0.004677895,0.0001749109,0.0006432088,0.001240764,0.0003326534,0.0008865673,0.0005089794,0.0009673932,0.0001790485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005735707,"about_ca_system_score_gemma":0.0005718695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00396652,"about_ca_topic_score_gemma":0.005367077,"domain_scores_codex":[0.9993631,0.0002368644,0.00008629831,0.00006836597,0.0001290862,0.000116247],"domain_scores_gemma":[0.9959841,0.001140907,0.001920043,0.0001508946,0.0004051506,0.0003990989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009649004,0.0001120123,0.9926524,0.00002902147,0.0001584587,0.00005513709,0.00003116253,0.0001604221,0.0002029356,0.00006955041,0.0001732169,0.005390823],"study_design_scores_gemma":[0.00002627881,0.0003004395,0.9969563,0.00003858486,0.0002043094,0.0002227678,0.000137569,0.001248961,0.0002185669,0.0003218628,0.0003094702,0.0000147909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928508,0.003496381,0.0002469034,0.0002527504,0.00003769148,0.00001942357,0.0006657282,0.00001028272,0.002420177],"genre_scores_gemma":[0.9987082,0.000418632,0.0002026951,0.00006150075,0.0000441966,0.00001034986,0.0002947158,0.00000229577,0.0002574014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00396652,"threshold_uncertainty_score":0.008529305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395370969541025,"score_gpt":0.3249686557152502,"score_spread":0.30101494601984,"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."}}