{"id":"W2335876344","doi":"10.1161/strokeaha.115.012364","title":"Acute Stroke Imaging Research Roadmap III Imaging Selection and Outcomes in Acute Stroke Reperfusion Clinical Trials","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; University of Toronto; Sunnybrook Health Science Centre","funders":"Universitätsklinikum Hamburg-Eppendorf; National Center for Advancing Translational Sciences; Medical Research Council; University of California, San Francisco; Medical Center, University of Pittsburgh; School of Medicine, Stanford University; National Institutes of Health; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Centre Hospitalier Universitaire de Toulouse; Center for Stroke Research Berlin; Alberta Innovates; Alberta Innovates - Health Solutions; Georgia Clinical and Translational Science Alliance; University of Toronto; University of Glasgow; University of South Carolina; American Society of Neuroradiology; Universität Heidelberg; Biogen; Mount Sinai Health System; University of Texas Health Science Center at Houston; Genentech; National Institute of Neurological Disorders and Stroke; University of Pittsburgh; National Health and Medical Research Council; University of Cincinnati; National Institute for Health and Care Research; Massachusetts General Hospital; National Stroke Foundation; Hotchkiss Brain Institute, University of Calgary; Emory University; School of Medicine, Emory University; Heart and Stroke Foundation of Canada","keywords":"Medicine; Clinical trial; Stroke (engine); Neuroradiology; Penumbra; Neuroimaging; Neurovascular bundle; Interventional neuroradiology; Acute stroke; Medical physics; Neurology; Radiology; Internal medicine; Surgery; Ischemia; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01141679,0.0004913241,0.001613308,0.001071118,0.0002536356,0.0001213416,0.0003539472,0.0002218382,0.0002950795],"category_scores_gemma":[0.002856272,0.0003392625,0.0004555139,0.0003915788,0.0003715445,0.0004690463,0.0007481111,0.001147198,0.0000853517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005085575,"about_ca_system_score_gemma":0.0002239261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001772744,"about_ca_topic_score_gemma":0.00005336441,"domain_scores_codex":[0.9929476,0.001125164,0.002000978,0.001332612,0.001343965,0.001249732],"domain_scores_gemma":[0.9959605,0.001878063,0.0004544534,0.0008975521,0.0003585489,0.0004508283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001290913,0.0001822578,0.6444731,0.00002695927,0.0006115249,0.0003181682,0.0001257016,3.252237e-7,0.22782,0.00006722828,0.01708215,0.1080017],"study_design_scores_gemma":[0.0929926,0.002373534,0.606869,0.002024145,0.004326135,0.001135175,0.004296965,0.005264177,0.171249,0.0003261482,0.1066027,0.002540489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706673,0.0004027867,0.002320033,0.01529262,0.0008106995,0.001768912,0.0001960664,0.0002248148,0.008316772],"genre_scores_gemma":[0.9558202,0.00129227,0.002951691,0.0005742253,0.0006720491,0.0001302841,0.00002577938,0.00008922635,0.03844428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1054612,"threshold_uncertainty_score":0.9999059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07733756833375073,"score_gpt":0.4467524074164066,"score_spread":0.3694148390826559,"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."}}