{"id":"W2599203942","doi":"10.3171/2017.1.focus16487","title":"The circle of Willis predicts the antihypertensive effects of carotid artery stenting","year":2017,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Atlantic Canada Opportunities Agency","keywords":"Medicine; Circle of Willis; Retrospective cohort study; Cohort; Revascularization; Internal medicine; Surgery; Mean arterial pressure; Cardiology; Blood pressure; Heart rate; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001385003,0.0003091304,0.0003552398,0.000731496,0.000206927,0.0004769756,0.0002130037,0.0004306823,0.00106078],"category_scores_gemma":[0.01051598,0.0002367203,0.0003888343,0.0004385072,0.0003420568,0.0003717872,0.0004543036,0.000493572,0.0001699763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112166,"about_ca_system_score_gemma":0.0002144364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007365289,"about_ca_topic_score_gemma":0.0005900029,"domain_scores_codex":[0.9993212,0.0002039437,0.00008969499,0.0001525654,0.0001515413,0.00008103499],"domain_scores_gemma":[0.9877429,0.005684243,0.004188769,0.0007878799,0.0005966029,0.0009995927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000190701,0.00001700553,0.9986425,0.000002618044,0.00002735622,0.00003023363,0.00001219146,0.00007149352,0.0001766871,0.000008872265,0.00002180404,0.0007985714],"study_design_scores_gemma":[0.000006203458,0.0001237218,0.9984776,0.000002429679,0.00002762083,0.0002605207,0.00002007457,0.0008955614,0.0001111228,0.00001584098,0.00005632082,0.000002919282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992903,0.0001715739,0.0002265901,0.00002146301,0.000006408861,0.000005050205,0.00005278731,0.000004671073,0.0002211409],"genre_scores_gemma":[0.9996468,0.00005173191,0.000152721,0.000003873571,0.00001665893,0.000003904559,0.00007595531,0.000001310383,0.00004701268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001385003,"threshold_uncertainty_score":0.007324696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009185612962609519,"score_gpt":0.2336478917014569,"score_spread":0.2244622787388473,"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."}}