{"id":"W4401198477","doi":"10.1136/bjo-2023-323747","title":"Characterising the refractive error in paediatric patients with congenital stationary night blindness: a multicentre study","year":2024,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto; Hospital for Sick Children","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Retina France; National Institutes of Health; Ministry of Health, State of Israel; Foundation Fighting Blindness; National Eye Institute; Wellcome Trust; Israel Science Foundation; Research to Prevent Blindness","keywords":"Medicine; Ophthalmology; Refractive error; Pediatrics; Eye disease; Optometry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005227837,0.0001632117,0.000439429,0.0002662827,0.0001384508,0.00004689758,0.0001141894,0.00009364501,0.0002074836],"category_scores_gemma":[0.00025537,0.000115179,0.00008803073,0.0003857922,0.0001533635,0.0003287954,0.00005897161,0.0007481442,0.00001302771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013561,"about_ca_system_score_gemma":0.0001706311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004578837,"about_ca_topic_score_gemma":0.000005339269,"domain_scores_codex":[0.9982964,0.000340996,0.0005473953,0.0002253787,0.0003104521,0.0002793364],"domain_scores_gemma":[0.9988165,0.0004277169,0.0002300297,0.00009457945,0.0003480457,0.00008313617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001620055,0.003893282,0.9339335,0.00005179789,0.0006435096,0.05546905,0.002534628,0.000004067575,0.000008244234,0.000001574352,0.0001033379,0.001736947],"study_design_scores_gemma":[0.003667865,0.006576216,0.9115852,0.0002472697,0.0002955016,0.07336127,0.004081373,0.00002509375,0.000002423924,0.00002538934,0.0000258193,0.0001066152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951919,0.002844779,0.000003124327,0.000416779,0.0006436288,0.0006636441,0.00002360576,0.000009862657,0.0002027111],"genre_scores_gemma":[0.9993314,0.0000517622,0.00007933797,0.00005123482,0.0002174108,0.0000181187,0.00001220782,0.00002424273,0.0002143112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02234833,"threshold_uncertainty_score":0.4696865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261881161199329,"score_gpt":0.3338191325843425,"score_spread":0.3112003209723492,"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."}}