{"id":"W2326315334","doi":"10.1017/s0317167100011719","title":"Treatment of Carotid Stenosis in Octogenarians: Stenting or Surgery?","year":2011,"lang":"en","type":"letter","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Stenosis; Carotid stenting; Surgery; Radiology; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009327519,0.0002380537,0.001362796,0.0006323014,0.0006041676,0.0006196529,0.0003723504,0.004856328,0.001977206],"category_scores_gemma":[0.005548659,0.0001459801,0.0006372835,0.0009318787,0.0004486033,0.000739314,0.0001836448,0.002616496,0.0007982986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195902,"about_ca_system_score_gemma":0.0008521099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625663,"about_ca_topic_score_gemma":0.009980139,"domain_scores_codex":[0.9992796,0.0002351528,0.0001551415,0.00007966813,0.0001638305,0.00008677237],"domain_scores_gemma":[0.9987122,0.0006380887,0.0002225559,0.00003124942,0.0001916316,0.0002043058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004526303,0.0007158428,0.1760891,0.001948063,0.0005519366,0.02738889,0.0006042438,0.0007169971,0.002951358,0.003807195,0.4572102,0.32349],"study_design_scores_gemma":[0.005956583,0.00353856,0.4552226,0.008827391,0.002289594,0.09066698,0.003001369,0.006396445,0.002857098,0.03650491,0.3844267,0.000311759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07208583,0.03525931,0.0003666998,0.8641198,0.01006009,0.00006707102,0.0004423339,0.00003017258,0.01756864],"genre_scores_gemma":[0.3259981,0.03326535,0.001040675,0.5344276,0.09683772,0.0001625037,0.0003272017,0.00002414919,0.007916799],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004856328,"threshold_uncertainty_score":0.008676946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06637415431582294,"score_gpt":0.2674337603643032,"score_spread":0.2010596060484802,"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."}}