{"id":"W4404572863","doi":"10.1159/000541349","title":"Patient Preferences with Anti-Vascular Endothelial Growth Factor Treatment for Neovascular Age-Related Macular Degeneration and Diabetic Macular Edema: A Multinational Discrete Choice Experiment Study","year":2024,"lang":"en","type":"article","venue":"Ophthalmic Research","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genentech","keywords":"Macular degeneration; Medicine; Diabetic macular edema; Visual acuity; Diabetic retinopathy; Diabetes mellitus; Ophthalmology; Preference; Macular edema","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002785939,0.0003558722,0.0004522517,0.0002948478,0.0003291238,0.0002545066,0.00009669087,0.0000935825,0.0001595627],"category_scores_gemma":[0.0001200232,0.0002260771,0.0002426963,0.0003335101,0.0001672547,0.0001505813,0.00007484066,0.0001787648,0.00001775479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428658,"about_ca_system_score_gemma":0.0002302915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004315829,"about_ca_topic_score_gemma":0.000008295023,"domain_scores_codex":[0.996651,0.000307178,0.0003568738,0.0008931564,0.001260892,0.0005308925],"domain_scores_gemma":[0.998697,0.0002734852,0.00004532485,0.0003734968,0.0003023642,0.0003082821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004530649,0.02316055,0.7118482,0.003486821,0.02797459,0.01616696,0.02405064,0.0004809562,0.1329799,0.001732595,0.0002927073,0.05329545],"study_design_scores_gemma":[0.03995707,0.05618905,0.7784485,0.002194466,0.003755481,0.0006144361,0.005692442,0.02257382,0.08476458,0.001027734,0.003043339,0.001739133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875994,0.006460245,0.0000513942,0.0001741021,0.00008404047,0.005244778,0.0001327979,0.00005484651,0.0001983388],"genre_scores_gemma":[0.9959837,0.0003435409,0.000480037,0.000006354144,0.0001097033,0.002126699,0.0003691616,0.00006450844,0.0005162897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06660027,"threshold_uncertainty_score":0.9219158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06126393536905118,"score_gpt":0.3838241736166009,"score_spread":0.3225602382475497,"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."}}