{"id":"W2129921882","doi":"10.1136/bjo.2003.030445","title":"Visual functioning and quality of life in the SubFoveal Radiotherapy Study (SFRADS): SFRADS report 2","year":2005,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Queen's University; Moorfields Eye Hospital NHS Foundation Trust; Queen's University Belfast; University of Southampton","keywords":"Medicine; Visual acuity; Quality of life (healthcare); Macular degeneration; Ophthalmology; Radiation therapy; External beam radiotherapy; Surgery; Brachytherapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059337,0.00009531419,0.0005180466,0.00008906426,0.00005141075,0.00002069088,0.00007515765,0.00006005499,0.0001569954],"category_scores_gemma":[0.0002904819,0.00007680328,0.0001229083,0.0001215065,0.00009286098,0.00008951934,0.00001493913,0.0002378883,6.287192e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004372863,"about_ca_system_score_gemma":0.0001161661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005591115,"about_ca_topic_score_gemma":0.00001435926,"domain_scores_codex":[0.9982194,0.0003386544,0.0008304163,0.0001435752,0.0003135617,0.0001543917],"domain_scores_gemma":[0.9990215,0.0001483028,0.0004753627,0.0001149761,0.000125352,0.0001144512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001041429,0.00210941,0.9639437,0.0000275688,0.0002231689,0.02710597,0.0002382841,0.000009835884,0.00007582471,0.00000825839,0.00009000189,0.005126605],"study_design_scores_gemma":[0.003536129,0.002165761,0.7773528,0.00006139542,0.00007045336,0.2160748,0.0006051363,0.000008232742,0.000004749781,0.00002097571,0.0000547801,0.00004477039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911234,0.007561668,0.00001303174,0.0003579282,0.0001028445,0.000233711,0.000002563552,0.000002410416,0.000602428],"genre_scores_gemma":[0.9990354,0.0002399606,0.0002231678,0.0001043283,0.0002619566,0.00000433745,0.000003330639,0.00001055676,0.000116927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889689,"threshold_uncertainty_score":0.3131947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04267226121528088,"score_gpt":0.3811039470786157,"score_spread":0.3384316858633348,"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."}}