{"id":"W3132857844","doi":"10.1161/strokeaha.120.030519","title":"Predictors for Failure of Early Neurological Improvement After Successful Thrombectomy in the Anterior Circulation","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Modified Rankin Scale; Stroke (engine); Odds ratio; Intracerebral hemorrhage; Internal medicine; Groin; Surgery; Retrospective cohort study; Ischemic stroke; Ischemia; Subarachnoid hemorrhage","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":[0.0005966702,0.0001705711,0.0003139389,0.0005139134,0.0002582038,0.0004896015,0.0002955305,0.0003628148,0.001349933],"category_scores_gemma":[0.003523368,0.0001230407,0.00030514,0.0004874516,0.0003896977,0.000298466,0.0002874112,0.0006170915,0.00013277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405881,"about_ca_system_score_gemma":0.0003636686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645211,"about_ca_topic_score_gemma":0.002296671,"domain_scores_codex":[0.9995766,0.0001042467,0.00006405285,0.00007295586,0.00009581841,0.00008627001],"domain_scores_gemma":[0.9952265,0.001007462,0.002842816,0.0001279027,0.000272951,0.000522287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008967713,0.00001420244,0.9989774,0.000005305535,0.0000247276,0.00007482428,0.00000930909,0.00002621892,0.00007047537,0.000005832895,0.0000483639,0.0006538146],"study_design_scores_gemma":[0.000004308343,0.00006161229,0.9993274,0.000003115917,0.00001436286,0.0003689869,0.00002547683,0.0001158789,0.00003143617,0.00001115378,0.00003425501,0.000001934171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991905,0.0003605948,0.00006605819,0.0000706101,0.000005449526,0.000004698461,0.00008418448,0.00000241538,0.0002155328],"genre_scores_gemma":[0.9997618,0.0000576281,0.00002920653,0.00001043083,0.00001455875,0.000002132015,0.00009885447,6.32256e-7,0.0000247875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001645211,"threshold_uncertainty_score":0.004515946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009893479019911411,"score_gpt":0.2514058397692397,"score_spread":0.2415123607493283,"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."}}