{"id":"W2995190558","doi":"10.1161/strokeaha.119.027874","title":"Public Health and Cost Benefits of Successful Reperfusion After Thrombectomy for Stroke","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Medicine; Thrombolysis; Stroke (engine); Quality-adjusted life year; Cost–benefit analysis; Healthcare system; Emergency medicine; Health care; Cost effectiveness; Surgery; Myocardial infarction; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001931503,0.0001776022,0.0004603598,0.00008965973,0.00005160842,0.00002053092,0.0001081753,0.00007044303,0.00014542],"category_scores_gemma":[0.0002067872,0.000156604,0.000105695,0.0001284678,0.00008108676,0.00009948276,0.0001781015,0.0001415057,0.000006257181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005981814,"about_ca_system_score_gemma":0.0001293719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003601174,"about_ca_topic_score_gemma":0.00001311831,"domain_scores_codex":[0.9985204,0.00002221624,0.0003725817,0.0003951077,0.0003145749,0.000375114],"domain_scores_gemma":[0.9989203,0.0000609417,0.0001683891,0.0002895279,0.000129394,0.0004315044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002595596,0.0004746066,0.6433637,0.003682166,0.0007928467,0.00002913563,0.004978735,0.00000731098,0.02656864,0.001247685,0.1353705,0.1808891],"study_design_scores_gemma":[0.01748425,0.006204886,0.1178872,0.0005175098,0.0004112068,0.00004916083,0.00406213,0.001585905,0.03505161,0.00001712417,0.8159677,0.0007613217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610619,0.00177731,0.001734186,0.0280934,0.0001106578,0.001541849,0.0004260712,0.00007559695,0.005179012],"genre_scores_gemma":[0.9896433,0.0002991632,0.00381875,0.004700989,0.0002350089,0.0001132499,0.00008360232,0.00003337792,0.001072528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6805972,"threshold_uncertainty_score":0.6386127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505165612869448,"score_gpt":0.287302291024952,"score_spread":0.2367857297380072,"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."}}