{"id":"W4378234629","doi":"10.1161/svin.122.000785","title":"Transcranial Doppler After Successful Endovascular Revascularization and Hospitalization Outcomes","year":2023,"lang":"en","type":"article","venue":"Stroke Vascular and Interventional Neurology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thrombolysis; Transcranial Doppler; Modified Rankin Scale; Middle cerebral artery; Cardiology; Revascularization; Internal medicine; Odds ratio; Stroke (engine); Logistic regression; Occlusion; Cohort; Ischemia; Ischemic stroke; Myocardial infarction","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":[0.0005779661,0.000212339,0.0002310277,0.0004054491,0.0002571569,0.0005524355,0.0002700437,0.0003456729,0.001563558],"category_scores_gemma":[0.003544921,0.0001310908,0.000339383,0.0004099864,0.0002712102,0.0003132149,0.0002492166,0.0005520178,0.0002111799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002781094,"about_ca_system_score_gemma":0.0003145198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001947441,"about_ca_topic_score_gemma":0.002060716,"domain_scores_codex":[0.999662,0.00007168386,0.00003926952,0.0000673213,0.0000641263,0.00009557899],"domain_scores_gemma":[0.9975927,0.0004641834,0.001307135,0.0001219584,0.0001470925,0.0003667562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008979473,0.00003248247,0.9990482,0.000003210742,0.00002791507,0.00006136909,0.00001661111,0.00002658249,0.0000505013,0.000007808688,0.00005158233,0.0005840219],"study_design_scores_gemma":[0.000005600426,0.00006933773,0.9994457,0.000003545069,0.00001547631,0.0002138696,0.00003752556,0.0001143094,0.00003545676,0.0000202395,0.00003694395,0.00000186713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999437,0.0001427871,0.00004262048,0.00003240349,0.00000603457,0.000003696169,0.0001239742,0.00000183317,0.0002095924],"genre_scores_gemma":[0.9997024,0.00004418524,0.00001399,0.000008583452,0.000009992022,0.000002350325,0.000177685,6.364082e-7,0.00004018706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001947441,"threshold_uncertainty_score":0.005230606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006321659299784223,"score_gpt":0.2378498770062592,"score_spread":0.231528217706475,"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."}}