{"id":"W2038458775","doi":"10.3174/ajnr.a2022","title":"Evaluation of Traumatic Subarachnoid Hemorrhage Using Susceptibility-Weighted Imaging","year":2010,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Subarachnoid hemorrhage; Susceptibility weighted imaging; Subarachnoid space; Intensity (physics); Radiology; Magnetic resonance imaging; Nuclear medicine; Cerebrospinal fluid; Pathology; 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":[0.0004533095,0.0004537072,0.0002534626,0.001760895,0.0002354156,0.0002676175,0.0002107122,0.0002189198,0.001314532],"category_scores_gemma":[0.002640813,0.0001315381,0.000153276,0.0002904897,0.0004075747,0.0005692667,0.0001987288,0.0001521377,0.000293782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620855,"about_ca_system_score_gemma":0.0002475603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006204273,"about_ca_topic_score_gemma":0.0008234124,"domain_scores_codex":[0.9997861,0.00006366831,0.00004365925,0.00002413557,0.00005425942,0.00002822684],"domain_scores_gemma":[0.9992608,0.0001420475,0.0002609101,0.00002854233,0.0001793806,0.0001283218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006227883,0.00013449,0.9448731,0.0001742478,0.00007380437,0.005222151,0.0002190437,0.0002003591,0.01386703,0.00005036141,0.0002909112,0.03427162],"study_design_scores_gemma":[0.00005039146,0.001921975,0.9402602,0.00006042714,0.0001033276,0.04530564,0.0004700646,0.002132579,0.008565838,0.0002476355,0.0008519164,0.00002997683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996565,0.0007911551,0.001051893,0.000058871,0.00000739676,0.00004385573,0.00005816876,0.00002347431,0.001400126],"genre_scores_gemma":[0.9982597,0.000421344,0.001058489,0.00001619946,0.00002314108,0.00001351902,0.00007266185,0.000001916328,0.0001331766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001760895,"threshold_uncertainty_score":0.004397511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03407295401551956,"score_gpt":0.3188855900308266,"score_spread":0.284812636015307,"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."}}