{"id":"W3173553616","doi":"10.1161/str.51.suppl_1.tp131","title":"Abstract TP131: Carotid Stenosis and Polyvascular Disease","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Asymptomatic; Cardiology; Internal medicine; Stenosis; Disease; Vascular disease; Population; Diabetes mellitus; Coronary artery disease; Endocrinology","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":[0.00053294,0.0003184558,0.0003322265,0.0003360193,0.0001614671,0.0004613558,0.0002318135,0.0004679354,0.009048292],"category_scores_gemma":[0.001390306,0.00009399895,0.0003418677,0.0005369558,0.0002320589,0.0001848808,0.0002629827,0.0006562865,0.0004625935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267734,"about_ca_system_score_gemma":0.0004351694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141149,"about_ca_topic_score_gemma":0.001178465,"domain_scores_codex":[0.9996836,0.0001193449,0.00002783544,0.00004419035,0.00009932158,0.00002570489],"domain_scores_gemma":[0.9990805,0.0003400782,0.0002596684,0.00003310346,0.00009043999,0.0001962092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02739068,0.0007467214,0.8721072,0.001635092,0.001418096,0.0007849663,0.00007996907,0.0006637697,0.003449693,0.000381088,0.01081537,0.08052737],"study_design_scores_gemma":[0.001237396,0.003096847,0.9901452,0.0001467724,0.0006700407,0.0009086112,0.00004211733,0.0007124321,0.0002903764,0.0003888135,0.002347653,0.00001374551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9734008,0.01456538,0.0003524958,0.001911209,0.0005722575,0.000136408,0.002158698,0.00002878637,0.006873869],"genre_scores_gemma":[0.9910425,0.002534552,0.0004117813,0.0004127949,0.00123664,0.00008629166,0.00151331,0.000004061715,0.002758145],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009048292,"threshold_uncertainty_score":0.0302695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387537883016553,"score_gpt":0.2295025699268001,"score_spread":0.2156271910966346,"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."}}