{"id":"W4405356165","doi":"10.1007/s40123-024-01061-3","title":"Global Insights from Patients, Providers, and Staff on Challenges and Solutions in Managing Neovascular Age-Related Macular Degeneration","year":2024,"lang":"en","type":"article","venue":"Ophthalmology and Therapy","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Federation on Ageing; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Macular degeneration; Medicine; Attendance; Reimbursement; Family medicine; Health care; Ophthalmology","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":[0.008503608,0.0002971757,0.0003342646,0.0008290084,0.002199049,0.002777498,0.0004491323,0.001384336,0.002874519],"category_scores_gemma":[0.01512565,0.0002483201,0.0004273535,0.001243005,0.001294939,0.002681833,0.004573363,0.001921585,0.0002922938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765664,"about_ca_system_score_gemma":0.005004706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006086735,"about_ca_topic_score_gemma":0.01061549,"domain_scores_codex":[0.9924924,0.004882044,0.0004652551,0.0002079572,0.0009949234,0.0009575004],"domain_scores_gemma":[0.9877103,0.004316902,0.003350776,0.0002055142,0.001610187,0.002806297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002282654,0.000254595,0.3959783,0.001885874,0.0001579673,0.002165879,0.2630435,0.0004577888,0.001816603,0.002630225,0.05573964,0.2756414],"study_design_scores_gemma":[0.00004809113,0.0006138538,0.208272,0.003075366,0.0001037905,0.002900626,0.6549901,0.0003093586,0.0003887388,0.002358877,0.1268321,0.0001070878],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7739179,0.02231917,0.001066609,0.1759889,0.0005679959,0.0001069809,0.0005279583,0.00005439446,0.02544997],"genre_scores_gemma":[0.9687519,0.01242633,0.001275388,0.01624818,0.0002586138,0.00006985201,0.0001829223,0.00001389103,0.0007728945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008503608,"threshold_uncertainty_score":0.04497188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258081124336849,"score_gpt":0.2773737831791935,"score_spread":0.2515656707455086,"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."}}