{"id":"W2937153874","doi":"10.1136/neurintsurg-2018-014624","title":"‘Real-world’ comparison of first-line direct aspiration and stent retriever mechanical thrombectomy for the treatment of acute ischemic stroke in the anterior circulation: a multicenter international retrospective study","year":2019,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Revascularization; Stroke (engine); Surgery; Thrombolysis; Stent; Modified Rankin Scale; Solitaire Cryptographic Algorithm; Occlusion; Internal medicine; Ischemia; Myocardial infarction; Ischemic stroke","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":[],"consensus_categories":[],"category_scores_codex":[0.0007717414,0.0001534875,0.0006452558,0.0002641173,0.00003208649,0.00002008691,0.000139249,0.0000317898,0.00009380502],"category_scores_gemma":[0.0001197349,0.00009104914,0.0006112692,0.0001744089,0.00004708866,0.0001321041,0.00004488117,0.0001454282,6.318624e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937224,"about_ca_system_score_gemma":0.00003510159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003324081,"about_ca_topic_score_gemma":0.00004574144,"domain_scores_codex":[0.99775,0.0001010251,0.001190785,0.0001914405,0.0006453625,0.0001213413],"domain_scores_gemma":[0.997638,0.0007457383,0.001047375,0.0002034732,0.0003324083,0.00003297818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002243912,0.003152357,0.9836888,0.00006904235,0.001484815,0.00002329651,0.0004306994,0.0000419463,0.007297858,0.00001373437,0.0008154562,0.0007380728],"study_design_scores_gemma":[0.004158749,0.002788886,0.9851894,0.0003229571,0.0006420775,0.00005441051,0.0004642831,0.003419396,0.001906318,0.000004995642,0.0009829995,0.00006557895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963812,0.0001679618,0.0003381576,0.001267647,0.0005417601,0.001112382,0.00004990173,0.000003724272,0.000137216],"genre_scores_gemma":[0.9992673,0.0001644365,0.00011826,0.00003674412,0.0001492688,0.00002071335,0.00001330125,0.00001365373,0.0002162557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00539154,"threshold_uncertainty_score":0.3712876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04754016537628122,"score_gpt":0.3387890292065379,"score_spread":0.2912488638302567,"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."}}