{"id":"W3092145696","doi":"10.1007/s00330-020-07260-3","title":"Endovascular stroke treatment using balloon guide catheters may reduce penumbral tissue damage and improve long-term outcome","year":2020,"lang":"en","type":"article","venue":"European Radiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Technische Universität München","keywords":"Penumbra; Medicine; Neuroradiology; Interventional radiology; Balloon; Radiology; Stroke (engine); Surgery; Nuclear medicine; Neurology; Ischemia; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002174205,0.0003189744,0.0005573352,0.00007880947,0.00006698319,0.00002293342,0.0001928113,0.00005865553,0.0001256567],"category_scores_gemma":[0.00009082575,0.0002712386,0.0001469676,0.00006862314,0.0001652806,0.00005686704,0.0002503632,0.0001923908,0.000119661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795551,"about_ca_system_score_gemma":0.00002902635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000374645,"about_ca_topic_score_gemma":0.000001390897,"domain_scores_codex":[0.9981015,0.0002457846,0.0004359778,0.0006463112,0.0001414472,0.0004289228],"domain_scores_gemma":[0.9990174,0.00003222103,0.0001346964,0.0004958411,0.0000252692,0.0002946073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003358174,0.000153676,0.1334672,0.0001985953,0.001421688,0.008708103,0.00149655,0.00003228771,0.8085036,0.00003479963,0.009894805,0.03575292],"study_design_scores_gemma":[0.02364692,0.00816703,0.4253811,0.0001502203,0.004078381,0.004676403,0.0007461788,0.001711795,0.1366473,0.000001299606,0.3930987,0.001694745],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799621,0.0006396044,0.001961646,0.003080691,0.000287133,0.0007105165,0.00002947439,0.0001237976,0.01320504],"genre_scores_gemma":[0.9858022,0.0001479283,0.004233154,0.002938322,0.0007386004,0.000007746517,0.00007752944,0.00009379148,0.005960781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6718563,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04328617451439123,"score_gpt":0.3065596770670733,"score_spread":0.263273502552682,"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."}}