{"id":"W2013004075","doi":"10.3109/01658107.2013.792360","title":"Hypertensive Retinopathy in Takayasu Arteritis","year":2013,"lang":"en","type":"article","venue":"Neuro-Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hypertensive retinopathy; Takayasu arteritis; Medicine; Takayasu's arteritis; Arteritis; Cardiology; Retinopathy; Internal medicine; Ophthalmology; Vasculitis; Diabetes mellitus; Endocrinology; Disease","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000514316,0.0001492915,0.0003555987,0.0001527893,0.00004199028,0.00001232813,0.00008682392,0.0001229493,0.00415803],"category_scores_gemma":[0.0002688654,0.0001339506,0.00007817632,0.0001927574,0.0001356678,0.00006496497,0.00004876246,0.0003115096,0.00124163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002246087,"about_ca_system_score_gemma":0.00004159379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001940298,"about_ca_topic_score_gemma":0.000001783594,"domain_scores_codex":[0.9988429,0.00006508816,0.0002806861,0.0003378415,0.0001228818,0.0003506064],"domain_scores_gemma":[0.9992256,0.0001498819,0.00005201394,0.0003019182,0.0001281759,0.0001423795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002682637,0.0009061573,0.5833702,0.0001409047,0.00005512893,0.08045495,0.0004820256,0.000004824273,0.3069657,0.0011974,0.0193309,0.006823463],"study_design_scores_gemma":[0.0009315292,0.0009338766,0.9192951,0.00003827111,0.00002435234,0.07458963,0.00009129867,0.0001244776,0.0007811129,0.001674998,0.001375227,0.0001401376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554376,0.00007079799,0.000002288424,0.007865692,0.0003507924,0.0004094756,0.000005072381,0.00003739926,0.03582088],"genre_scores_gemma":[0.9952303,0.0000130816,0.0002899193,0.002126695,0.0001295367,0.0001152031,0.00002252183,0.00002226121,0.002050487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3359249,"threshold_uncertainty_score":0.999536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093389094891081,"score_gpt":0.261622303081896,"score_spread":0.2406884121329852,"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."}}