{"id":"W2061500153","doi":"10.1161/01.str.0000227373.83579.f2","title":"Looking Beyond the Lumen Does Make All the Difference","year":2006,"lang":"en","type":"letter","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Library science; Lumen (anatomy); Surgery; Computer science","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":[0.002083997,0.0009777038,0.001974519,0.000532033,0.004279984,0.004175995,0.001585715,0.06064342,0.01097463],"category_scores_gemma":[0.01576662,0.0006029825,0.00103372,0.0005238356,0.0031437,0.005812463,0.001408821,0.04550262,0.008609567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150906,"about_ca_system_score_gemma":0.001905419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003731882,"about_ca_topic_score_gemma":0.01071323,"domain_scores_codex":[0.9976063,0.000861603,0.0002817369,0.0002427464,0.0006801746,0.0003274776],"domain_scores_gemma":[0.9957189,0.002287454,0.0002796469,0.0001516342,0.0006564065,0.0009059074],"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":[0.0001375759,0.0001054654,0.00186101,0.00011281,0.0000488779,0.004929361,0.0002854694,0.00008267798,0.0002438005,0.004627143,0.9689665,0.01859929],"study_design_scores_gemma":[0.0003556802,0.0002779129,0.003407981,0.0008472008,0.0001363707,0.01289036,0.00227828,0.0007862037,0.0003882158,0.04284843,0.9356359,0.0001475344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004396798,0.001287623,0.00008383521,0.9853233,0.008091748,0.000003557358,0.00001351034,0.00001892114,0.004737733],"genre_scores_gemma":[0.005959487,0.00212985,0.0002787887,0.93997,0.04484903,0.00001059775,0.00001569847,0.00001999289,0.006766589],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06064342,"threshold_uncertainty_score":0.03671372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007979788835638586,"score_gpt":0.2256319032541105,"score_spread":0.2176521144184719,"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."}}