{"id":"W1995769537","doi":"10.1097/01.wno.0000189064.20552.c1","title":"Carotid Endarterectomy for Ophthalmic Manifestations: What Do We Do?","year":2005,"lang":"en","type":"article","venue":"Journal of Neuro-Ophthalmology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Carotid endarterectomy; Stenosis; Radiology; Stroke (engine); Warfarin; Aspirin; Cardiology; Internal medicine; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002824502,0.000261684,0.000614054,0.0003647404,0.0001032982,0.00009359563,0.0002228318,0.0001207553,0.001023753],"category_scores_gemma":[0.0002439984,0.0002225846,0.0007109269,0.0001551718,0.0001038051,0.0005626455,0.00003840664,0.0003488124,0.00005705771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008572938,"about_ca_system_score_gemma":0.0002354395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001652132,"about_ca_topic_score_gemma":3.433087e-7,"domain_scores_codex":[0.9980471,0.0001235135,0.0007497994,0.000301397,0.0003748332,0.0004033481],"domain_scores_gemma":[0.9981179,0.0003972313,0.0003918571,0.0003669431,0.0003955193,0.000330541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.00621929,0.01012387,0.6138431,0.002647394,0.004753085,0.02805386,0.005370868,0.001360905,0.103617,0.002197035,0.05188491,0.1699287],"study_design_scores_gemma":[0.009710881,0.005855381,0.1340162,0.000743787,0.001104625,0.7886401,0.002099225,0.00008010149,0.004059972,0.001487821,0.05166188,0.0005401091],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863037,0.006043005,0.00006767864,0.005052075,0.001165932,0.0005880445,0.00002199977,0.0000210193,0.0007365866],"genre_scores_gemma":[0.9951572,0.001568849,0.001031531,0.0004508374,0.001288133,0.00003189094,0.0000103363,0.0000535451,0.0004076753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7605862,"threshold_uncertainty_score":0.9998894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258957138930939,"score_gpt":0.3117636278232002,"score_spread":0.2858679139301063,"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."}}