{"id":"W2781592039","doi":"10.69645/eczr9160","title":"Management of carotid stenosis","year":2017,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Stenosis; Medicine; Cardiology; Internal medicine; Business","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":[0.0002201412,0.0004385239,0.0005117921,0.002112289,0.001171586,0.0007619438,0.0004597884,0.001074214,0.004287096],"category_scores_gemma":[0.001197793,0.0001399042,0.0005917171,0.0008247548,0.0002872192,0.0003458279,0.0005443455,0.001139903,0.002202738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004861326,"about_ca_system_score_gemma":0.00105005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095198,"about_ca_topic_score_gemma":0.001677643,"domain_scores_codex":[0.9997461,0.00002909377,0.00003256409,0.00002828607,0.00008369856,0.00008029615],"domain_scores_gemma":[0.9997674,0.00002320731,0.00003812756,0.00001569084,0.00003912509,0.0001165713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006385209,0.0006928435,0.06912059,0.0004198207,0.000149555,0.184297,0.000375544,0.0005386879,0.007296604,0.001870278,0.06538428,0.6692163],"study_design_scores_gemma":[0.0002963125,0.001299148,0.1697671,0.001376851,0.0002299251,0.686036,0.00060337,0.001417727,0.003918589,0.00365681,0.1313236,0.00007467972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4653895,0.1181777,0.01627623,0.03615318,0.004516556,0.0005808761,0.0009040403,0.0009575575,0.3570444],"genre_scores_gemma":[0.9209332,0.03439187,0.005611343,0.008620243,0.007978939,0.0002476752,0.001694725,0.0000971507,0.02042468],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004287096,"threshold_uncertainty_score":0.01434177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208175439962037,"score_gpt":0.2897893123309354,"score_spread":0.267707557931315,"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."}}