{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006946761,0.0004921415,0.0008682469,0.0009279223,0.0007142107,0.0008383819,0.0005145791,0.005142084,0.006837522],"category_scores_gemma":[0.007362995,0.0001897833,0.0004079682,0.0005098089,0.0007011413,0.0009146673,0.0003357881,0.003805246,0.004176624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007869709,"about_ca_system_score_gemma":0.0007760101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000879804,"about_ca_topic_score_gemma":0.002171969,"domain_scores_codex":[0.9994181,0.0002423873,0.00007006173,0.00004939058,0.0001463802,0.00007365908],"domain_scores_gemma":[0.998459,0.0008180481,0.0001415898,0.00005003015,0.0002114758,0.0003198181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001649586,0.0009506472,0.07360385,0.0005290114,0.0001272493,0.04967391,0.0005666378,0.0004664278,0.003560811,0.00323594,0.6168664,0.2487696],"study_design_scores_gemma":[0.005059796,0.003207664,0.1932574,0.003659051,0.0003203373,0.1905988,0.002228891,0.006695465,0.003485384,0.03009549,0.5610572,0.0003345074],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08410063,0.02343304,0.002830263,0.7835054,0.0161154,0.0005512821,0.0002815251,0.0002539889,0.08892853],"genre_scores_gemma":[0.392823,0.02438381,0.004508732,0.4531312,0.1025238,0.0007924865,0.0005634957,0.00006440046,0.02120916],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006837522,"threshold_uncertainty_score":0.02287376,"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."}}