{"id":"W3172526965","doi":"10.15353/cjo.v83i2.1353","title":"Clinical Findings and Management of Diabetic Papillopathy","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Neurological Complications and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Papilledema; Asymptomatic; Lumbar puncture; Magnetic resonance imaging; Diabetes mellitus; Presentation (obstetrics); Raised intracranial pressure; Intracranial pressure; Radiology; Surgery; Internal medicine; Cerebrospinal fluid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001823134,0.0003363824,0.001410976,0.003334512,0.0002293679,0.000144905,0.0005693146,0.0002812356,0.001102156],"category_scores_gemma":[0.0006853998,0.0002980433,0.0006294638,0.002542616,0.0005351048,0.000269253,0.00004296129,0.001207701,0.0000133649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423856,"about_ca_system_score_gemma":0.00337655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001970635,"about_ca_topic_score_gemma":0.000138987,"domain_scores_codex":[0.9958903,0.0002225921,0.002135108,0.0003286841,0.0006355278,0.0007877641],"domain_scores_gemma":[0.9918726,0.0003292439,0.0009884732,0.0004445482,0.001563941,0.004801213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004434599,0.00007728845,0.9834375,0.0002453828,0.0006100932,0.008861003,0.00009084349,0.0000102213,0.0001563366,0.00004107886,0.00329009,0.003135755],"study_design_scores_gemma":[0.001981709,0.0008570999,0.9754388,0.0007545047,0.0005361399,0.0117411,0.000466643,0.00001398291,0.0003832485,0.00001937765,0.007553541,0.0002538558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983734,0.008974394,0.0002214617,0.004166209,0.0009187094,0.0001764348,0.00006567827,0.000003512845,0.001739604],"genre_scores_gemma":[0.9907994,0.001609655,0.005963565,0.0009331216,0.00025288,0.00000135821,0.000005567511,0.00004629627,0.0003881749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007998767,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03156347325039753,"score_gpt":0.3501517258470757,"score_spread":0.3185882525966782,"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."}}