{"id":"W4229456934","doi":"","title":"Stroke of Other Determined Etiology: Results From the Nationwide Multicenter Stroke Registry","year":2022,"lang":"en","type":"article","venue":"Seoul National University Open Repository (Seoul National University)","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Medicine; Etiology; Stroke (engine); Multicenter study; Epidemiology; Emergency medicine; Internal medicine; Pediatrics; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002521102,0.0003175191,0.0007435828,0.002341909,0.000346678,0.0006030478,0.0005567497,0.0003265239,0.0006717031],"category_scores_gemma":[0.005695906,0.0002658087,0.0006340487,0.003801411,0.000140582,0.0006876441,0.0006661901,0.0003219831,0.0003081432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003888093,"about_ca_system_score_gemma":0.0008363078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007101158,"about_ca_topic_score_gemma":0.009615549,"domain_scores_codex":[0.9978259,0.0006888228,0.0006368238,0.0003063254,0.0003666067,0.0001754612],"domain_scores_gemma":[0.9945532,0.0008604402,0.002704142,0.0004696612,0.0009805366,0.0004320652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009749785,0.00001694696,0.9980958,0.00002544356,0.0001106718,0.000045014,0.00002767348,0.00004413775,0.00003851122,0.00001058875,0.0004917369,0.0009959575],"study_design_scores_gemma":[0.00002448559,0.00003684956,0.9990765,0.00001109692,0.00007361586,0.0001810402,0.0000968931,0.0001631603,0.00003404292,0.00001257117,0.0002856575,0.000004061847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798284,0.0004629443,0.0002768245,0.00008141023,0.00001132645,0.000097147,0.01853932,0.00002624992,0.0006763494],"genre_scores_gemma":[0.9618829,0.0004636293,0.0004074875,0.00006764258,0.00003422909,0.0002111946,0.03679812,0.00001076257,0.0001239422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007101158,"threshold_uncertainty_score":0.01411963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159144643106868,"score_gpt":0.2409736907409367,"score_spread":0.2193822443098681,"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."}}