{"id":"W3129403532","doi":"10.1016/s1474-4422(21)00006-5","title":"Treatment of asymptomatic carotid stenosis","year":2021,"lang":"en","type":"letter","venue":"The Lancet Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Asymptomatic; Medicine; Stenosis; Stroke (engine); Internal medicine; Population; Cardiology; Cohort; Cohort study; Neurology; Radiology","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":[0.00150372,0.0007635342,0.001541055,0.001365757,0.002559967,0.002429088,0.001174936,0.0364601,0.007369662],"category_scores_gemma":[0.01071014,0.0004802398,0.001609797,0.0007058628,0.001800857,0.001517898,0.001086127,0.02223732,0.005293613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002938199,"about_ca_system_score_gemma":0.002751575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005021688,"about_ca_topic_score_gemma":0.01511194,"domain_scores_codex":[0.9978095,0.0005842969,0.000219357,0.0002000381,0.0008149682,0.0003719252],"domain_scores_gemma":[0.9971846,0.001231984,0.0002654126,0.0001104067,0.0003618742,0.0008457286],"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":[0.0002835247,0.0001009799,0.0009192749,0.0001975754,0.00004800541,0.006874572,0.00008852319,0.0001171169,0.0004574994,0.004269712,0.9444686,0.04217462],"study_design_scores_gemma":[0.0006693482,0.0002933887,0.004358824,0.00104934,0.00008390125,0.01035662,0.0001550331,0.0004766875,0.0003454689,0.01320145,0.9689431,0.00006694539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001239304,0.01937502,0.0002111687,0.9127537,0.03840879,0.00002173304,0.00008918919,0.00005773406,0.02784334],"genre_scores_gemma":[0.01188962,0.006432726,0.0002845548,0.8506056,0.1141065,0.00005029228,0.00009291933,0.00003190863,0.01650582],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0364601,"threshold_uncertainty_score":0.02465397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067890181735198,"score_gpt":0.2616670464427036,"score_spread":0.2309881446253516,"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."}}