{"id":"W2072797332","doi":"10.1159/000322602","title":"Conventional Enhancement CT: A Valuable Tool for Evaluating Pial Collateral Flow in Acute Ischemic Stroke","year":2011,"lang":"en","type":"article","venue":"Cerebrovascular Diseases","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Collateral circulation; Modified Rankin Scale; Stroke (engine); Thrombolysis; Radiology; Angiography; Receiver operating characteristic; Cerebral angiography; Computed tomography angiography; Penumbra; Internal medicine; Cardiology; Ischemic stroke; Ischemia; Myocardial infarction","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":[0.0008179168,0.0004721003,0.0002223674,0.001319973,0.0001039954,0.0003975442,0.000304658,0.0003960614,0.00110099],"category_scores_gemma":[0.004058871,0.0001338976,0.00009807995,0.0004742449,0.0004044014,0.0004994674,0.0002353114,0.0002569976,0.0002633638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311661,"about_ca_system_score_gemma":0.0002752767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108256,"about_ca_topic_score_gemma":0.001890344,"domain_scores_codex":[0.9997123,0.00009095296,0.00003847593,0.00003643328,0.00009133682,0.00003048525],"domain_scores_gemma":[0.9987093,0.000435196,0.0003438015,0.00008153986,0.0002757382,0.0001543792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005922241,0.00006325277,0.9648255,0.00005039119,0.00004605604,0.0009019421,0.0000452715,0.0001680586,0.005150053,0.00004178365,0.0003619612,0.02775349],"study_design_scores_gemma":[0.00005955569,0.000610272,0.9862264,0.00002699851,0.00006275151,0.008789447,0.00006800189,0.001760054,0.001649546,0.0001045677,0.0006294424,0.00001302973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944791,0.002377992,0.001720889,0.0001337476,0.00002121414,0.00004128674,0.0001424047,0.00003522159,0.001048211],"genre_scores_gemma":[0.9974573,0.0004475422,0.001722056,0.00003169339,0.00006721191,0.0000120812,0.0001314982,0.000003422964,0.0001272572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319973,"threshold_uncertainty_score":0.004325569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753797864168462,"score_gpt":0.2877331552713151,"score_spread":0.2601951766296305,"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."}}