{"id":"W2781785390","doi":"10.1186/s13089-017-0079-7","title":"Early abnormal transient hyperemic response test can predict delayed ischemic neurologic deficit in subarachnoid hemorrhage","year":2018,"lang":"en","type":"article","venue":"Critical Ultrasound Journal","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Vasospasm; Subarachnoid hemorrhage; Transcranial Doppler; Retrospective cohort study; Cerebral vasospasm; Anesthesia; Neurology; Cardiology; Cerebral autoregulation; Internal medicine; Autoregulation; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006908064,0.0003169916,0.0003336454,0.001328983,0.0002150642,0.0005214285,0.0002993662,0.0003707003,0.001555121],"category_scores_gemma":[0.003905734,0.0001758626,0.0003057856,0.0008037714,0.0003591027,0.0004182533,0.0002730367,0.0003500646,0.0003350277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304997,"about_ca_system_score_gemma":0.0003742984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701097,"about_ca_topic_score_gemma":0.001883474,"domain_scores_codex":[0.9996958,0.00007199033,0.00005140224,0.00004610691,0.00007642844,0.00005843503],"domain_scores_gemma":[0.9972885,0.0007256703,0.001232881,0.00008079399,0.0003164341,0.0003558097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001050713,0.00001657721,0.9983012,0.000007862556,0.00001017895,0.0002699951,0.00001586985,0.00001534786,0.0002038382,0.000003009053,0.00002735945,0.001023721],"study_design_scores_gemma":[0.000005074833,0.0001333022,0.9977762,0.000009878198,0.00002645876,0.001507198,0.00006652335,0.0001800583,0.0002017092,0.00001071237,0.00007980572,0.000003077457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990853,0.0003968385,0.00009845971,0.00002462129,0.000008178933,0.00001014851,0.00008332961,0.000004691081,0.0002884249],"genre_scores_gemma":[0.9995778,0.000139404,0.00009285013,0.000009619222,0.00001552777,0.000004663002,0.0001086036,8.165686e-7,0.00005066869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701097,"threshold_uncertainty_score":0.005202353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360321819973771,"score_gpt":0.2602540840704961,"score_spread":0.2466508658707584,"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."}}