{"id":"W2494696290","doi":"10.1227/neu.0000000000001368","title":"Letter","year":2016,"lang":"en","type":"letter","venue":"Neurosurgery","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Calcification; Stenosis; Radiology; Angioplasty; Carotid arteries; Balloon; Computed tomographic angiography; Angiography; Surgery","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":[0.001163303,0.001022587,0.0008495901,0.0007494582,0.001771596,0.002877352,0.001874731,0.01111727,0.06423998],"category_scores_gemma":[0.01535049,0.0004190205,0.0007695517,0.0004284059,0.0009654012,0.003197897,0.001320939,0.01243336,0.03679917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209973,"about_ca_system_score_gemma":0.00164618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008427515,"about_ca_topic_score_gemma":0.001071264,"domain_scores_codex":[0.9989053,0.0002370627,0.000125672,0.0002488847,0.0002805635,0.0002026224],"domain_scores_gemma":[0.9960669,0.001198759,0.0002567478,0.0002057152,0.001483086,0.0007888558],"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":[0.00002332918,0.00001434859,0.0001723761,0.00005515768,0.000005986312,0.001490503,0.00003273106,0.00002268555,0.0000561979,0.0008402929,0.9871726,0.01011369],"study_design_scores_gemma":[0.00002593898,0.00002318271,0.0003824041,0.0001836178,0.000008713181,0.005694499,0.0001358008,0.00009849229,0.000137718,0.001659273,0.9916337,0.00001661614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00085723,0.007625828,0.0003357296,0.5553803,0.416311,0.00002848888,0.0002025277,0.0001979203,0.01906096],"genre_scores_gemma":[0.01007718,0.007371213,0.0004151699,0.6531493,0.2641105,0.00005431999,0.0002149992,0.0001513511,0.06445593],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06423998,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638305885319539,"score_gpt":0.2302333821225471,"score_spread":0.2138503232693517,"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."}}