{"id":"W2008973327","doi":"10.1212/wnl.56.8.990","title":"Noninvasive carotid imaging to select patients for endarterectomy","year":2001,"lang":"en","type":"letter","venue":"Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Medicine; Asymptomatic; Stenosis; Carotid endarterectomy; Stroke (engine); Radiology; Randomized controlled trial; Angiography; Endarterectomy; Cardiology; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004886031,0.0004039847,0.0006859933,0.000303954,0.00008535781,0.00002551841,0.0001879846,0.000343277,0.0002428558],"category_scores_gemma":[0.0001164005,0.0003889113,0.0005142884,0.0001488107,0.00005887641,0.00003659722,0.00006561469,0.0009011963,0.0001734227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004622696,"about_ca_system_score_gemma":0.0001689935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000455181,"about_ca_topic_score_gemma":0.00001832241,"domain_scores_codex":[0.997776,0.00008139043,0.0003005256,0.0008018935,0.0003034186,0.0007367442],"domain_scores_gemma":[0.9987224,0.0001657663,0.0000960443,0.0005480842,0.0002822903,0.0001854286],"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":[0.0001392367,0.00007457593,0.07963483,0.0001400173,0.0001536785,0.0001858201,0.00004451925,0.000001097604,0.00003515737,8.456926e-7,0.918133,0.001457257],"study_design_scores_gemma":[0.002320543,0.001841813,0.01844011,0.00003430217,0.000549796,0.0006080168,0.000001716058,0.000006844392,0.0002166464,0.0000182192,0.975654,0.0003080065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1449589,0.00010349,0.0003406276,0.8363316,0.003249933,0.006413698,0.0006482104,0.0003819297,0.007571599],"genre_scores_gemma":[0.02999761,0.00001658701,0.00005832699,0.9623749,0.004666061,0.0004698311,0.001640895,0.0001435901,0.0006322205],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1260432,"threshold_uncertainty_score":0.9998563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008486024732063871,"score_gpt":0.2389537827820239,"score_spread":0.2304677580499601,"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."}}