{"id":"W3172407075","doi":"10.1111/jon.12887","title":"Transcranial Doppler to evaluate postreperfusion therapy following acute ischemic stroke: A literature review","year":2021,"lang":"en","type":"review","venue":"Journal of Neuroimaging","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Penumbra; Thrombolysis; Transcranial Doppler; Stroke (engine); Reperfusion therapy; Cerebral blood flow; Hemodynamics; Perfusion scanning; Collateral circulation; Cerebral infarction; Cardiology; Ischemia; Internal medicine; Perfusion; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001062651,0.0008382368,0.004229337,0.0006452819,0.0000818564,0.0001521409,0.0006000628,0.0001986193,0.0001877222],"category_scores_gemma":[0.0002765977,0.0005963763,0.003645497,0.001076603,0.00002318481,0.0002556391,0.0001944526,0.002178905,0.00002584743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563074,"about_ca_system_score_gemma":0.0006231154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.606901e-7,"about_ca_topic_score_gemma":4.054458e-8,"domain_scores_codex":[0.9950256,0.0003409649,0.001968162,0.0006695717,0.001452424,0.0005432485],"domain_scores_gemma":[0.9970075,0.0001458533,0.00113423,0.0008060945,0.0004873462,0.0004189906],"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":[0.0000868249,0.0001072982,0.000005118148,0.01782777,0.001987896,0.01357229,0.0001389213,2.895628e-7,0.005175455,3.885769e-7,0.1448391,0.8162586],"study_design_scores_gemma":[0.001091591,0.0002795663,0.000002563643,0.254505,0.008459683,0.01481884,0.000009012633,0.00000239773,0.00004521969,1.554202e-7,0.7204909,0.0002950566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003322354,0.9909058,0.0001018406,0.004205042,0.001205576,0.001581535,0.00003971329,0.00003564611,0.001592598],"genre_scores_gemma":[0.000009885058,0.988688,0.002684234,0.006109125,0.001106709,0.00002731908,0.00007764118,0.0001774545,0.001119623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8159636,"threshold_uncertainty_score":0.9996487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389534332711798,"score_gpt":0.3698061982366256,"score_spread":0.3308527649654458,"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."}}