{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000419543,0.0002534355,0.001135385,0.00006309191,0.00003653029,0.00000887895,0.0001753645,0.000272044,0.0003744324],"category_scores_gemma":[0.00002811646,0.000153199,0.0005082478,0.00009048237,0.0001500713,0.00001014056,0.00004437094,0.0004450674,0.00004771091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002203106,"about_ca_system_score_gemma":0.0001134011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004135826,"about_ca_topic_score_gemma":0.000004875842,"domain_scores_codex":[0.9985073,0.0003275151,0.0002593111,0.0003185484,0.000243034,0.0003442638],"domain_scores_gemma":[0.9984125,0.0002180265,0.0001292569,0.001136862,0.00006179375,0.00004151928],"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":[0.0001158072,0.0002855638,0.07830923,0.0007892255,0.001520614,0.000772532,0.0002617054,0.000005047541,0.0002207196,0.00002343971,0.916226,0.001470141],"study_design_scores_gemma":[0.003186417,0.002338756,0.08614561,0.00007148144,0.002353071,0.001515198,0.00001965065,0.00001846725,0.0007418808,0.00006111591,0.9033186,0.0002297028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1368916,0.0007992012,0.000002504776,0.8575469,0.0004961032,0.0006464534,0.0001123702,0.00006826109,0.003436637],"genre_scores_gemma":[0.08217921,0.001407763,0.00001894309,0.9067935,0.007118024,0.0001572934,0.0005301724,0.00007229864,0.001722813],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05471238,"threshold_uncertainty_score":0.6247276,"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."}}