{"id":"W3138013799","doi":"10.1177/17474930211006290","title":"Malignant infarction after endovascular treatment: Incidence and prediction","year":2021,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bracco Imaging; Maastricht Universitair Medisch Centrum; Universiteit Maastricht; LivaNova; Stryker","keywords":"Medicine; Stroke (engine); Logistic regression; Receiver operating characteristic; Confidence interval; Infarction; Incidence (geometry); Collateral circulation; Internal medicine; Occlusion; Myocardial infarction; Cardiology; Surgery; Radiology","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":[0.001848666,0.0003666016,0.0003507626,0.001606614,0.0001495257,0.0007558315,0.0004258379,0.0003983792,0.0009699396],"category_scores_gemma":[0.009611481,0.0001922686,0.000520457,0.001075748,0.0003336192,0.0005728752,0.0005800115,0.0004788362,0.0002376317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002870015,"about_ca_system_score_gemma":0.0002513667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204107,"about_ca_topic_score_gemma":0.000770596,"domain_scores_codex":[0.9990807,0.0003525555,0.0001460425,0.0001421875,0.0002007868,0.00007782033],"domain_scores_gemma":[0.9926496,0.002530535,0.00377528,0.0002811886,0.0004301399,0.0003331655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005738124,0.000009221794,0.9982694,0.000008412865,0.00002711354,0.00002404783,0.00001244996,0.0002388176,0.00002590688,0.00002423722,0.00004358932,0.001259278],"study_design_scores_gemma":[0.000007523614,0.00008705388,0.9918807,0.00002239589,0.00004837295,0.000600299,0.00005705252,0.006782318,0.0001310761,0.0002151941,0.0001611911,0.000006834465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958775,0.0008739629,0.001895338,0.0001145194,0.00001271332,0.0000228094,0.0005451977,0.00001528562,0.0006427161],"genre_scores_gemma":[0.9987364,0.0002630288,0.0004919962,0.000006732414,0.0000268003,0.0000105973,0.0004155056,0.000002167515,0.00004674835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001848666,"threshold_uncertainty_score":0.009776831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009125504054122033,"score_gpt":0.2545926586290915,"score_spread":0.2454671545749694,"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."}}