{"id":"W2979522219","doi":"10.1148/rg.2019190030","title":"Imaging-based Selection for Endovascular Treatment in Stroke","year":2019,"lang":"en","type":"review","venue":"Radiographics","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Triage; Context (archaeology); Stroke (engine); Endovascular treatment; Neuroimaging; Perfusion scanning; Selection (genetic algorithm); Intensive care medicine; Radiology; Cardiology; Emergency medicine; Perfusion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004021523,0.0005629931,0.0008070093,0.001881772,0.0004184238,0.002523458,0.00094057,0.001599812,0.006734622],"category_scores_gemma":[0.01814649,0.0002407567,0.001071385,0.0008977854,0.00094288,0.002207872,0.001340762,0.002306643,0.004570949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429291,"about_ca_system_score_gemma":0.002149842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478051,"about_ca_topic_score_gemma":0.00227319,"domain_scores_codex":[0.9972159,0.001094345,0.0005872938,0.0003330983,0.0006327934,0.0001366505],"domain_scores_gemma":[0.9959716,0.002271227,0.000464307,0.0001403658,0.0009646849,0.0001877339],"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":[0.0002128816,0.00005182312,0.007362601,0.003316243,0.0001534785,0.000814379,0.0004068743,0.0007553912,0.0005778307,0.009895304,0.1342163,0.8422368],"study_design_scores_gemma":[0.0001421327,0.0002694429,0.01762211,0.02984736,0.0004438504,0.01080035,0.0008650747,0.00126048,0.001681747,0.03252661,0.9043887,0.0001521367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0134861,0.7400146,0.02967095,0.0933526,0.0247712,0.0005043109,0.0008996099,0.0004646705,0.09683598],"genre_scores_gemma":[0.1342579,0.7263917,0.03664085,0.04961914,0.03376506,0.000692532,0.002517239,0.0004507363,0.01566481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006734622,"threshold_uncertainty_score":0.02252954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168162484867485,"score_gpt":0.3303729425354315,"score_spread":0.2886913176867567,"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."}}