{"id":"W4317851365","doi":"10.1136/jnis-2022-019874","title":"Futile reperfusion of endovascular treatment for acute anterior circulation large vessel occlusion in the ANGEL-ACT registry","year":2023,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Medicine; Modified Rankin Scale; Stroke (engine); Occlusion; Internal medicine; Population; Cardiology; Endovascular treatment; Surgery; Ischemia; Ischemic stroke","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":[0.001654567,0.0001889282,0.0003718487,0.0006775387,0.0002072203,0.0005644945,0.0003810303,0.0001823513,0.000881374],"category_scores_gemma":[0.002340802,0.0001250411,0.000511558,0.001018215,0.0002174351,0.0004074358,0.0004718978,0.0003137567,0.0001288005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994832,"about_ca_system_score_gemma":0.0007663662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00406332,"about_ca_topic_score_gemma":0.005913706,"domain_scores_codex":[0.9991436,0.0002441435,0.0001166692,0.0001547486,0.0002055316,0.0001351797],"domain_scores_gemma":[0.9975452,0.0003241432,0.001541011,0.0002120481,0.0001599454,0.0002176745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001934205,0.00001696015,0.997533,0.00001770258,0.00007145708,0.00009836103,0.00002877473,0.00007408235,0.00007630281,0.00007170194,0.0004442015,0.001374088],"study_design_scores_gemma":[0.00003107825,0.0000792539,0.9981907,0.00001298334,0.00009312539,0.0002687861,0.00009112687,0.0006253738,0.00008487277,0.00005405497,0.0004642218,0.000004477774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975863,0.0003215021,0.0001937059,0.0001138705,0.00001407339,0.0000143537,0.001205806,0.000007952732,0.0005425033],"genre_scores_gemma":[0.997454,0.0002327099,0.00009481487,0.00003425989,0.00003467147,0.00001990968,0.002006956,0.000002746491,0.0001198321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00406332,"threshold_uncertainty_score":0.00875026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041964356096651,"score_gpt":0.3215033590048506,"score_spread":0.2810837154438841,"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."}}