{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2096386,0.003566231,0.008496624,0.01255457,0.002139414,0.01403621,0.009847509,0.00692748,0.01853969],"category_scores_gemma":[0.2456473,0.002370226,0.007051405,0.01233522,0.002056645,0.005859341,0.01321423,0.008545821,0.01123691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0105525,"about_ca_system_score_gemma":0.05263909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006163975,"about_ca_topic_score_gemma":0.003810794,"domain_scores_codex":[0.8450155,0.09514097,0.02542773,0.006135049,0.02281423,0.005466443],"domain_scores_gemma":[0.6354992,0.1546469,0.04891353,0.01922289,0.1228019,0.01891551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004943389,0.0004673911,0.006463811,0.05116196,0.003045541,0.0002051491,0.0004990487,0.005585636,0.0009718313,0.02860662,0.4291867,0.4688628],"study_design_scores_gemma":[0.007967168,0.002817484,0.02921617,0.1666742,0.006466528,0.000499111,0.0005324995,0.007058345,0.002896504,0.05761875,0.7178379,0.000415198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01184215,0.3452128,0.1101659,0.2039553,0.01816341,0.05907257,0.08660024,0.008394689,0.156593],"genre_scores_gemma":[0.08126162,0.1888791,0.3026709,0.07487503,0.01853029,0.1645576,0.1394259,0.004366961,0.02543267],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2096386,"threshold_uncertainty_score":0.9746564,"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."}}