{"id":"W4392158277","doi":"10.1161/svin.123.001196","title":"Impact of Sex on Thrombectomy Outcomes in Ischemic Stroke: A Propensity Score‐Matched Study, Systematic Review, and Meta‐Analysis","year":2024,"lang":"en","type":"article","venue":"Stroke Vascular and Interventional Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Propensity score matching; Meta-analysis; Stroke (engine); Medicine; Ischemic stroke; Internal medicine; Cardiology; Ischemia; Engineering","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":[0.0007345536,0.000285631,0.002405557,0.0005287515,0.00002150566,0.00002192679,0.0001137884,0.00007293987,0.0002301853],"category_scores_gemma":[0.00009998226,0.0001829446,0.001769464,0.0003130272,0.00009707391,0.00007450255,0.0001983764,0.0003325788,0.000005714016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003035976,"about_ca_system_score_gemma":0.00002805478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001898686,"about_ca_topic_score_gemma":0.000037291,"domain_scores_codex":[0.9978623,0.0003001332,0.0007196784,0.0005515582,0.000351769,0.0002145349],"domain_scores_gemma":[0.999157,0.0001433247,0.0001421757,0.0004226927,0.00005611731,0.00007865299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001670213,0.001399538,0.478192,0.08788487,0.4302467,0.0002483205,0.0001773207,0.00001980791,0.0007887875,0.00005102895,0.0008091387,0.00001542843],"study_design_scores_gemma":[0.002012405,0.004475926,0.50455,0.0015638,0.4863302,0.0001250122,0.00007091157,0.0004210763,0.0001522791,0.00001050113,0.00002991021,0.0002579954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746011,0.02211246,0.00009415239,0.0006812464,0.00002930331,0.002033276,0.00007899576,0.00003224356,0.0003372203],"genre_scores_gemma":[0.998421,0.0004351383,0.00002800098,0.000311558,0.000008345669,0.0001672376,0.00002424259,0.00001924003,0.0005852026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08632107,"threshold_uncertainty_score":0.7460265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03711062813119385,"score_gpt":0.3251729006478751,"score_spread":0.2880622725166813,"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."}}