{"id":"W4390031595","doi":"10.1016/j.ajo.2023.12.009","title":"Functional Vision in Patients With Biallelic USH2A Variants","year":2023,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"University of California, San Francisco; ProQR Therapeutics; National Eye Institute; Astellas Pharma; Alimera Sciences; Applied Genetic Technologies Corporation; Regeneron Pharmaceuticals; REGENXBIO; Biogen; NightstaRx; Sanofi; Genentech; Research to Prevent Blindness; Alnylam Pharmaceuticals; Allergan; Foundation Fighting Blindness","keywords":"Usher syndrome; Retinitis pigmentosa; Interquartile range; Audiology; Medicine; Rasch model; Visual acuity; Ophthalmology; Internal medicine; Psychology","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":[0.0002306221,0.001485292,0.0004692034,0.001644532,0.001231724,0.000927499,0.0005336481,0.001180971,0.004880202],"category_scores_gemma":[0.001854989,0.00029671,0.000453041,0.001317411,0.0008184782,0.0004863887,0.0005982213,0.0006369702,0.0003942429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457598,"about_ca_system_score_gemma":0.0003522762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003830731,"about_ca_topic_score_gemma":0.002368391,"domain_scores_codex":[0.9996054,0.00004653439,0.00005491239,0.0001372276,0.00007060997,0.00008524933],"domain_scores_gemma":[0.9993615,0.0001905085,0.0002000165,0.00003561637,0.00005205417,0.000160345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002774996,0.0003844915,0.7229112,0.0001013819,0.0003084422,0.2038185,0.001819775,0.0004671343,0.04650849,0.001693184,0.001852673,0.01735975],"study_design_scores_gemma":[0.0001095816,0.000573358,0.6797296,0.0000495515,0.0003221524,0.3095096,0.001654337,0.001319052,0.003400802,0.001580978,0.001680184,0.00007085115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969574,0.0002979398,0.0002009483,0.0001825517,0.00003094048,0.000009710669,0.0002714066,0.00002040412,0.002028782],"genre_scores_gemma":[0.9992975,0.00006855557,0.000111569,0.00005679274,0.0000206257,0.000004061932,0.0001067374,0.000009484939,0.0003246111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004880202,"threshold_uncertainty_score":0.01632589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00823867963958691,"score_gpt":0.2495005597593362,"score_spread":0.2412618801197493,"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."}}