{"id":"W4415551168","doi":"10.1038/s41433-025-04080-x","title":"Anti-vascular endothelial growth factor for the management of peripapillary choroidal neovascular membrane","year":2025,"lang":"en","type":"article","venue":"Eye","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Ottawa; University of Toronto","funders":"","keywords":"Growth factor; Fluorescein angiography; Vascular endothelial growth factor; Eye disease; Vascular endothelial growth factor A; Macular degeneration; Ranibizumab","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":[0.0002313176,0.0001556261,0.0003288763,0.00043945,0.0002127135,0.0002969225,0.000196809,0.0002983314,0.002007177],"category_scores_gemma":[0.0002807225,0.00004387841,0.0003135561,0.0002531494,0.0001427401,0.0002026901,0.0001395005,0.0009607936,0.0002613497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151679,"about_ca_system_score_gemma":0.0004385898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008112093,"about_ca_topic_score_gemma":0.002820237,"domain_scores_codex":[0.9999008,0.00002386319,0.000009043223,0.000009345477,0.00003780705,0.000019086],"domain_scores_gemma":[0.9999231,0.00001987057,0.00002344521,0.0000030712,0.00001192801,0.00001853899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003357255,0.0009417127,0.002970685,0.001619006,0.0002766946,0.002731667,0.00005344591,0.0002843809,0.02275971,0.002258635,0.01785608,0.9448907],"study_design_scores_gemma":[0.007316957,0.02327711,0.1129956,0.00332025,0.002103256,0.06508165,0.0004768592,0.006149263,0.05910986,0.008178532,0.7118462,0.0001445184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09628972,0.8766013,0.002150415,0.005936292,0.001458241,0.00008040462,0.00009161206,0.0001116103,0.01728046],"genre_scores_gemma":[0.7269018,0.2544594,0.004107792,0.003157145,0.001947918,0.00007733955,0.0001595757,0.00001720591,0.009171839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002007177,"threshold_uncertainty_score":0.006714702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009649674822983031,"score_gpt":0.2754936610837799,"score_spread":0.2658439862607969,"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."}}