{"id":"W99603072","doi":"10.1191/1358863x05vm588xx","title":"Vascular viewpoint","year":2005,"lang":"en","type":"letter","venue":"Vascular Medicine","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Carotid endarterectomy; Stroke (engine); Stenosis; Asymptomatic; Perioperative; Incidence (geometry); Surgery; Randomized controlled trial; Internal medicine; Endarterectomy; Cardiology","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007530796,0.001089899,0.002520168,0.0006884502,0.0001571951,0.00003392629,0.0004815361,0.001232386,0.009857255],"category_scores_gemma":[0.0003591453,0.0008220733,0.00257955,0.0005414119,0.0004710238,0.0001101089,0.0001439411,0.002892223,0.001522938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966018,"about_ca_system_score_gemma":0.0003567843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001256844,"about_ca_topic_score_gemma":0.000007088739,"domain_scores_codex":[0.9935336,0.0002920657,0.001044693,0.001350325,0.002702332,0.001077039],"domain_scores_gemma":[0.9958925,0.000118483,0.0002596595,0.002801407,0.0003732854,0.0005546147],"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":[0.0000115999,0.0001245655,0.000257126,0.00127935,0.002386733,0.0006219976,0.0001195561,0.000002870271,0.00006418829,0.00003015096,0.9844526,0.01064925],"study_design_scores_gemma":[0.004592027,0.0004192275,0.003108321,0.001909086,0.006024456,0.0005317328,0.00006769919,0.00003418476,0.00004671515,0.0000528231,0.9824379,0.0007758456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004119095,0.04004022,0.0004796974,0.9289329,0.001414416,0.002201188,0.00003878329,0.0006056598,0.02587521],"genre_scores_gemma":[0.0003854789,0.008834869,0.0003527041,0.939056,0.03980841,0.0001955087,0.003233507,0.0003342899,0.007799223],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.038394,"threshold_uncertainty_score":0.999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458755052106567,"score_gpt":0.2492922504090265,"score_spread":0.2347046998879609,"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."}}