{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002860853,0.0001870916,0.0003196098,0.00009218146,0.00006803529,0.00002269183,0.00003280954,0.00007888872,0.00003340447],"category_scores_gemma":[0.00007134012,0.0001272342,0.00008067436,0.0002499591,0.00006534141,0.00005173477,0.00004617664,0.00009837448,0.0000209904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188232,"about_ca_system_score_gemma":0.00003474676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005655542,"about_ca_topic_score_gemma":0.000007972903,"domain_scores_codex":[0.9986448,0.0001445791,0.0001993083,0.0003573194,0.0004104784,0.0002434859],"domain_scores_gemma":[0.9994954,0.00004710598,0.0000565175,0.0002160528,0.00004885427,0.0001360641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003593236,0.0006082665,0.9960028,0.0000978746,0.0001696909,0.0002342816,0.0001014396,0.00004263251,0.0002149874,0.0000930793,0.00001844689,0.002057161],"study_design_scores_gemma":[0.00495362,0.0007354358,0.9927444,0.0001175264,0.0002563004,0.000003671329,0.00001731562,0.0005241111,0.0003362482,0.0001250785,0.00005508736,0.0001311606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982303,0.00005027976,0.0000462827,0.0003451359,0.0000698364,0.001057879,0.00001062834,0.00006735614,0.0001222778],"genre_scores_gemma":[0.9991865,0.00003213525,0.0001629518,0.0000822143,0.00001494194,0.00006786856,0.000299771,0.00002046586,0.000133138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004594297,"threshold_uncertainty_score":0.5188462,"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."}}