{"id":"W4387581614","doi":"10.1097/iae.0000000000003935","title":"PIGMENT EPITHELIAL DETACHMENT THICKNESS AND VARIABILITY AFFECTS VISUAL OUTCOMES IN PATIENTS WITH NEOVASCULAR AGE-RELATED MACULAR DEGENERATION","year":2023,"lang":"en","type":"article","venue":"Retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Macular degeneration; Ophthalmology; Medicine; Degeneration (medical)","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":[0.002347889,0.000291504,0.0008363102,0.0001840971,0.0001601891,0.0005388855,0.0002013807,0.0003981036,0.0008335575],"category_scores_gemma":[0.003191686,0.0001349742,0.001004735,0.0003040469,0.0001930703,0.0003241888,0.0001961387,0.0005694195,0.00008767598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002875902,"about_ca_system_score_gemma":0.0003227515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004179612,"about_ca_topic_score_gemma":0.001131827,"domain_scores_codex":[0.9991158,0.0004625094,0.0001152213,0.00009661611,0.0001436286,0.00006628902],"domain_scores_gemma":[0.9984503,0.0005259403,0.0007897445,0.0000644504,0.00008246602,0.00008704484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3242856,0.003664077,0.3907446,0.004602588,0.01316264,0.0003210597,0.0002374185,0.002726016,0.01824284,0.0002616957,0.002211367,0.23954],"study_design_scores_gemma":[0.02940777,0.06589863,0.8858837,0.0006210102,0.007650367,0.0009699775,0.0001644617,0.001790985,0.003525755,0.0004471873,0.003595319,0.00004471246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719714,0.02631064,0.0001651767,0.0002466783,0.00005294615,0.00009766337,0.0001915613,0.000009231405,0.0009546804],"genre_scores_gemma":[0.9978952,0.001504945,0.000147481,0.0001270508,0.0000586987,0.00004276319,0.00008393452,0.000001384393,0.0001386262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002347889,"threshold_uncertainty_score":0.01241696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00563556418785669,"score_gpt":0.2550968110904646,"score_spread":0.2494612469026079,"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."}}