{"id":"W2054988239","doi":"10.1038/jcbfm.2014.184","title":"Assessing Cerebrovascular Reactivity Abnormality by Comparison to a Reference Atlas","year":2014,"lang":"en","type":"article","venue":"Journal of Cerebral Blood Flow & Metabolism","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Abnormality; Voxel; Medicine; Atlas (anatomy); Nuclear medicine; Magnetic resonance imaging; Standard deviation; Radiology; Cardiology; Mathematics; Anatomy; Statistics; Psychiatry","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":[0.004255316,0.0005427341,0.0006275722,0.003942342,0.0005357197,0.00226628,0.0006932628,0.000437005,0.002807867],"category_scores_gemma":[0.009682161,0.0003396008,0.0005225634,0.001877004,0.0007634927,0.0009868908,0.001260605,0.0004665549,0.000549465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007805835,"about_ca_system_score_gemma":0.0007398577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003961402,"about_ca_topic_score_gemma":0.004053229,"domain_scores_codex":[0.9978697,0.0005247014,0.0002364852,0.0004667728,0.0007683187,0.0001339691],"domain_scores_gemma":[0.9952075,0.001366405,0.0006090671,0.001133225,0.00156212,0.0001216321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002593057,0.000326267,0.227022,0.001060439,0.001280804,0.001687798,0.004249244,0.03175733,0.1792153,0.01974785,0.007893988,0.5231659],"study_design_scores_gemma":[0.0001394188,0.001512678,0.7588278,0.000127841,0.0006512966,0.00750843,0.00173495,0.1014331,0.08329757,0.01351924,0.03094887,0.000298801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6514338,0.001112233,0.3224052,0.0002262691,0.0001503819,0.0005736945,0.002677809,0.004967221,0.01645343],"genre_scores_gemma":[0.8825445,0.000336611,0.1133221,0.0000589643,0.00005070056,0.000309101,0.001302233,0.0005734094,0.001502481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004255316,"threshold_uncertainty_score":0.02250451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712587844812578,"score_gpt":0.2874855329115359,"score_spread":0.2703596544634101,"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."}}