{"id":"W2333811085","doi":"10.2310/6670.2010.00023","title":"Asymptomatic Carotid Stenosis: Mainly a Medical Condition","year":2010,"lang":"en","type":"article","venue":"Vascular","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Carotid endarterectomy; Asymptomatic; Stenosis; Transcranial Doppler; Stroke (engine); Carotid stenting; Endarterectomy; Radiology; Stent; Magnetic resonance imaging; Surgery; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003427203,0.0001737305,0.0003223137,0.0001096403,0.00008827895,0.00003040327,0.0001333774,0.000164864,0.004664526],"category_scores_gemma":[0.0002692071,0.0001444103,0.0005015784,0.0001631553,0.0001164156,0.00008809649,0.00004187136,0.0003325298,0.0005615029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002368846,"about_ca_system_score_gemma":0.0002114903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002934059,"about_ca_topic_score_gemma":0.00002502678,"domain_scores_codex":[0.9981721,0.00005903234,0.0002502795,0.0002967278,0.0009305502,0.0002913036],"domain_scores_gemma":[0.9987074,0.0000366144,0.00003980979,0.0006141976,0.00009620577,0.0005057781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007064369,0.003296089,0.8794717,0.001767195,0.004203165,0.0003508003,0.001067648,0.000008913249,0.06437498,0.009764818,0.01809639,0.01752761],"study_design_scores_gemma":[0.005844702,0.0002729525,0.9657543,0.0003543262,0.00119942,0.0007395793,0.0003561937,0.0005207951,0.00776123,0.0003772698,0.01632518,0.000494049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936852,0.00009416418,0.0002845305,0.0005375914,0.0003430432,0.0004932568,0.000008640731,0.0002065293,0.004346984],"genre_scores_gemma":[0.9974954,0.00005928962,0.0003176167,0.001323646,0.0004266102,0.00009104782,0.0001113862,0.0000339229,0.000141086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08628256,"threshold_uncertainty_score":0.9962453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004938501907478006,"score_gpt":0.2423877589345481,"score_spread":0.2374492570270701,"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."}}