{"id":"W4414085855","doi":"10.1097/iae.0000000000004664","title":"TYPE 4 MACULAR NEOVASCULARIZATION","year":2025,"lang":"en","type":"article","venue":"Retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Macular degeneration; Neovascularization; Retinal; Lesion; Retina; Choroidal neovascularization; Diabetic retinopathy; Growth factor","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":[0.00002642164,0.00005228725,0.00008842902,0.00003751065,0.000030447,0.000007754734,0.00002149899,0.00003150618,0.0001400921],"category_scores_gemma":[0.00005087527,0.0000412946,0.00006584876,0.0001945915,0.00001264993,0.00001337784,0.00001349434,0.00003301612,0.0001205106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002832822,"about_ca_system_score_gemma":0.00004469071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001353718,"about_ca_topic_score_gemma":2.430956e-7,"domain_scores_codex":[0.9996481,0.00001164467,0.00006718421,0.0001076238,0.00008663043,0.00007884072],"domain_scores_gemma":[0.9997262,0.000006277782,0.00001266268,0.0001574623,0.00005659168,0.00004078917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001053827,0.0008478222,0.8583973,0.0006538121,0.0009850942,0.0006804217,0.0000722694,0.00001415314,0.006187943,0.06029388,0.01642221,0.05439125],"study_design_scores_gemma":[0.001672804,0.0002314442,0.9108539,0.0002878219,0.0006340094,0.0000233332,0.00002438267,0.0004584503,0.002637657,0.002158797,0.08091613,0.0001012868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916033,0.002153973,0.0009656382,0.001487712,0.0001869419,0.0003497901,0.00000187722,0.0000858189,0.103165],"genre_scores_gemma":[0.9906323,0.0001371897,0.0003675731,0.0003727916,0.00002725547,0.000004804864,0.00005997884,0.000005939861,0.008392176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.099029,"threshold_uncertainty_score":0.1683945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007542541096777268,"score_gpt":0.2966725990596543,"score_spread":0.2891300579628771,"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."}}