{"id":"W4221002842","doi":"10.1177/00033197221082711","title":"Predictors of Symptomatic Hemorrhage After Endovascular Treatment for Anterior Circulation Occlusions: Turkish Endovascular Stroke Registry","year":2022,"lang":"en","type":"article","venue":"Angiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Modified Rankin Scale; Occlusion; Diabetes mellitus; Internal medicine; Blood pressure; Cardiology; Endovascular treatment; Surgery; Ischemic stroke; Ischemia; Aneurysm","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256875,0.0002187362,0.0005862171,0.0002028516,0.0001067968,0.000004416998,0.0001493651,0.00008880449,0.0004372667],"category_scores_gemma":[0.0001009452,0.0001971545,0.0006305141,0.0001431648,0.00008996965,0.00003781727,0.0002111265,0.0001009019,0.000006074238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130276,"about_ca_system_score_gemma":0.00007197776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004765948,"about_ca_topic_score_gemma":0.000002518547,"domain_scores_codex":[0.9983954,0.0001057742,0.000468633,0.0004191788,0.0002751347,0.0003358328],"domain_scores_gemma":[0.9988336,0.0001135086,0.0002053472,0.0007090322,0.00005907904,0.00007941158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004288746,0.003325637,0.6584527,0.002371538,0.01649858,0.002627276,0.004580149,0.001127317,0.2571146,0.0003141309,0.01571231,0.033587],"study_design_scores_gemma":[0.06047964,0.01743635,0.5052627,0.0005424141,0.01807728,0.006136942,0.007343104,0.02357396,0.05098585,0.0002983479,0.3075481,0.002315275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912789,0.002629354,0.002789152,0.0003480967,0.0003997592,0.001664176,0.0001798169,0.00007938078,0.0006313445],"genre_scores_gemma":[0.9941932,0.00007472695,0.002526156,0.000374779,0.0001732475,0.001276852,0.0003257002,0.00003697351,0.00101835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2918358,"threshold_uncertainty_score":0.8039728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037482616542507,"score_gpt":0.2425915384027807,"score_spread":0.2322167122373556,"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."}}