{"id":"W3034276670","doi":"10.1016/j.ogla.2020.06.004","title":"Recurrent Optic Disc Hemorrhage and Its Association with Visual Field Deterioration in Glaucoma","year":2020,"lang":"en","type":"article","venue":"Ophthalmology Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Dalhousie University","funders":"National Health and Medical Research Council; Heidelberg Engineering; University of Western Australia","keywords":"Glaucoma; Medicine; Optic disc; Ophthalmology; Visual field; Fundus photography; Visual acuity; Fluorescein angiography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001396822,0.0002146533,0.0003963375,0.00009219041,0.00006718714,0.00002335178,0.00007441436,0.000229497,0.0001693315],"category_scores_gemma":[0.0002728326,0.000175409,0.00005242602,0.0002821915,0.00003481812,0.0001185711,0.00005837377,0.0003644104,0.00004965093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008648945,"about_ca_system_score_gemma":0.00006106002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003425371,"about_ca_topic_score_gemma":0.00001566296,"domain_scores_codex":[0.9986119,0.0001158357,0.0003003197,0.0004059055,0.0002241937,0.0003418489],"domain_scores_gemma":[0.9993723,0.0001317846,0.0001346045,0.0001122115,0.00006546358,0.0001836281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001000309,0.0001613551,0.9905109,0.0001526099,0.00003194901,0.001790747,0.0003074221,4.551163e-8,0.005085743,0.00007151587,0.00008808675,0.0007992804],"study_design_scores_gemma":[0.002052042,0.00411563,0.9857564,0.00007655403,0.00008788644,0.002228679,0.000219434,0.003674224,0.001454931,0.00004873385,0.00007465484,0.0002108568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879033,0.0004503583,0.00002943793,0.009300212,0.0001225668,0.0004859415,0.000002945478,0.00004231613,0.001662927],"genre_scores_gemma":[0.9985496,0.00001815256,0.0004148751,0.00060226,0.00008802949,0.00003677613,0.00003775752,0.00002432359,0.0002281943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064634,"threshold_uncertainty_score":0.7152972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315935017880325,"score_gpt":0.275321968681873,"score_spread":0.2621626185030698,"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."}}