{"id":"W3082568052","doi":"","title":"Toxic and Nutritional Optic Neuropathy","year":2021,"lang":"en","type":"article","venue":"StatPearls","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pallor; Medicine; Optic nerve; Visual field; Optic neuropathy; Optic disc; Optic tract; Ophthalmology; Glaucoma; Surgery","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":[0.0001021876,0.00009139456,0.0001646383,0.00004421305,0.00004918481,0.00002734454,0.00003014451,0.00004402753,0.0001575185],"category_scores_gemma":[0.0002029459,0.00009079016,0.00005146768,0.0001423122,0.00005422995,0.00006136418,0.00005344236,0.0001689233,0.0001100949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000283079,"about_ca_system_score_gemma":0.000127601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004916375,"about_ca_topic_score_gemma":0.000002413023,"domain_scores_codex":[0.9991531,0.00005358579,0.0001316077,0.000245898,0.0002261658,0.0001896319],"domain_scores_gemma":[0.9994587,0.00004673933,0.00002220923,0.000212006,0.00009454731,0.0001657544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001466746,0.001237149,0.0177871,0.0005829835,0.0001984987,0.01262596,0.0008777588,0.000008948724,0.9217471,0.0101023,0.00514529,0.02954024],"study_design_scores_gemma":[0.008776376,0.0006054661,0.6705844,0.0004980765,0.0003345023,0.006679745,0.001011605,0.0007416399,0.2398555,0.004152425,0.06594492,0.0008153328],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987374,0.0006218187,0.0001068787,0.001704089,0.0001247717,0.0001214189,0.00001997872,0.00005582344,0.009871183],"genre_scores_gemma":[0.9924453,0.00006583187,0.003962948,0.001171325,0.0001499011,0.000006261464,0.00002806268,0.00002202638,0.002148305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6818916,"threshold_uncertainty_score":0.3702315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777596568871653,"score_gpt":0.2709195053410391,"score_spread":0.2531435396523226,"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."}}