{"id":"W4283812646","doi":"10.1161/svin.121.000327","title":"Direct to Angio‐Suite Large Vessel Occlusion Stroke Transfers Achieve Faster Arrival‐to‐Puncture Times and Improved Outcomes","year":2022,"lang":"en","type":"article","venue":"Stroke Vascular and Interventional Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Modified Rankin Scale; Emergency department; Thrombolysis; Cohort; Stroke (engine); Occlusion; Surgery; Arrival time; Myocardial infarction; Radiology; Ischemic stroke; Internal medicine; Ischemia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006092957,0.0002260006,0.0001854444,0.0004001225,0.0003312284,0.001006939,0.0002997181,0.0002675649,0.003358276],"category_scores_gemma":[0.003038245,0.0001002001,0.0003766681,0.0004484755,0.0002500167,0.000470368,0.0006531065,0.0006000298,0.0004773642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007023467,"about_ca_system_score_gemma":0.0009116934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001651067,"about_ca_topic_score_gemma":0.004115155,"domain_scores_codex":[0.9994592,0.0001196853,0.00005520606,0.00009243229,0.00009020907,0.0001833043],"domain_scores_gemma":[0.998049,0.000272522,0.0009740559,0.00007188628,0.0001613902,0.0004712302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001092669,0.0006612183,0.9751605,0.0000666788,0.0001063668,0.0002145685,0.0001823839,0.0002700909,0.0007474319,0.0001657199,0.001841226,0.01949102],"study_design_scores_gemma":[0.0001529659,0.001817504,0.9937843,0.00006011193,0.0001020252,0.0005440079,0.0007286537,0.0008491961,0.0006138721,0.0002540191,0.001075905,0.00001734596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985032,0.0001463656,0.0002008562,0.0001147134,0.00002455717,0.00002558027,0.0001467178,0.0000101514,0.0008278757],"genre_scores_gemma":[0.9990133,0.0001471888,0.0001850829,0.00008566079,0.00005053004,0.00003201631,0.000248232,0.000004577356,0.0002333926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003358276,"threshold_uncertainty_score":0.01123452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006689820562987276,"score_gpt":0.2439396673244895,"score_spread":0.2372498467615022,"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."}}