{"id":"W2987858800","doi":"10.1016/j.ogla.2019.11.002","title":"Association between Rates of Retinal Nerve Fiber Layer Thinning after Intraocular Pressure–Lowering Procedures and Disc Hemorrhage","year":2019,"lang":"en","type":"article","venue":"Ophthalmology Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Eye Institute; Allergan; Alcon; National Institutes of Health; Heidelberg Engineering; EyeSight Foundation of Alabama; Carl Zeiss Meditec AG; Topcon Europe Medical; Kowa Company; Genentech; Research to Prevent Blindness; Valeant Pharmaceuticals International; Merck; Pfizer; Santen; Regeneron Pharmaceuticals","keywords":"Medicine; Glaucoma; Intraocular pressure; Ophthalmology; Nerve fiber layer; Retinal; Optic disc; Open angle glaucoma; Glaucoma medication; Optic disk","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":[0.0003167298,0.000222049,0.0005240219,0.0001027002,0.00005233238,0.00001658172,0.00009914206,0.0002911952,0.0008661611],"category_scores_gemma":[0.0001874948,0.0001831537,0.0001141066,0.0001362671,0.0001139457,0.0001100909,0.0001051358,0.0003269991,0.00005648201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002845236,"about_ca_system_score_gemma":0.0000483117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000778174,"about_ca_topic_score_gemma":0.000001592218,"domain_scores_codex":[0.9985656,0.00009092147,0.0003549156,0.0003661382,0.0002562821,0.0003660998],"domain_scores_gemma":[0.9991698,0.0001602412,0.0002157381,0.000246135,0.0001085379,0.00009950669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003100807,0.00006568064,0.9909388,0.0007013185,0.0002517228,0.0002885063,0.0003027578,3.019317e-7,0.006899651,0.00001425259,0.000116937,0.0001100265],"study_design_scores_gemma":[0.0009665749,0.0004915647,0.9891872,0.0002032114,0.0004289285,0.0009907052,0.0001280322,0.00006788629,0.0068953,0.0001614395,0.0002921223,0.000187032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927694,0.001433357,0.000006146095,0.0007617057,0.0001157399,0.0004582215,0.0000104235,0.0000304811,0.004414532],"genre_scores_gemma":[0.9910758,0.000008374539,0.0005383976,0.00005435706,0.00009651232,0.00002604862,0.00003052229,0.00003410949,0.008135927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003721394,"threshold_uncertainty_score":0.9483857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009346076557340155,"score_gpt":0.2682662299087274,"score_spread":0.2589201533513872,"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."}}