{"id":"W3015192376","doi":"10.1503/cmaj.191275","title":"Hypertensive retinopathy and choroidopathy","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blurred vision; Medicine; Hypertensive retinopathy; Fundus (uterus); Ophthalmology; Visual acuity; Hypertensive emergency; Retinopathy; Past medical history; Emergency department; Eye disease; Optometry; Surgery; Radiology; Diabetes mellitus; Blood pressure","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003484811,0.00007581262,0.0001986419,0.00006098528,0.0001710739,0.00004198309,0.0000541241,0.0001699301,0.00270468],"category_scores_gemma":[0.003300005,0.00006417103,0.00006074848,0.000141557,0.0000351774,0.00005186107,0.00001006377,0.000707457,0.0001679521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849436,"about_ca_system_score_gemma":0.00130737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002569441,"about_ca_topic_score_gemma":0.0005804117,"domain_scores_codex":[0.9987037,0.00004916568,0.0002293126,0.0001178635,0.0006445855,0.0002554087],"domain_scores_gemma":[0.9965059,0.00007401187,0.00007949647,0.00004140146,0.0003387762,0.002960409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007867395,0.00004971021,0.3080297,0.00004938889,0.0002731802,0.0107507,0.002375055,7.880012e-7,0.0005184718,0.001148834,0.5717405,0.1049851],"study_design_scores_gemma":[0.002256601,0.0004590271,0.2752507,0.0001270865,0.0001465129,0.00704739,0.001417945,0.000955825,0.00004237402,0.0002807332,0.7118022,0.0002135604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5329681,0.0003928658,0.00004629972,0.4564278,0.0002811219,0.0001001098,0.00001594875,0.00002034355,0.009747418],"genre_scores_gemma":[0.8969238,0.0002493323,0.0001972775,0.1000121,0.002103087,0.000002455623,0.000009172334,0.0000113443,0.0004914588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3639557,"threshold_uncertainty_score":0.998207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008914750497641484,"score_gpt":0.2142954778697575,"score_spread":0.205380727372116,"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."}}