{"id":"W4386877693","doi":"10.1002/ana.26802","title":"Edema Reduction versus Penumbra Salvage: Investigating Treatment Effects of Mechanical Thrombectomy in Ischemic Stroke","year":2023,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Penumbra; Medicine; Modified Rankin Scale; Thrombolysis; Interquartile range; Edema; Stroke (engine); Internal medicine; Ischemia; Surgery; Ischemic stroke; Myocardial infarction","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":[0.002352177,0.0003307626,0.000510069,0.0003917438,0.0001012362,0.0003718125,0.0002908946,0.0002473201,0.001202763],"category_scores_gemma":[0.005285487,0.00008642198,0.0006324662,0.0003571229,0.0002689679,0.0004512003,0.0002872791,0.0002413552,0.0001121306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003020836,"about_ca_system_score_gemma":0.0002935855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002684552,"about_ca_topic_score_gemma":0.0004443062,"domain_scores_codex":[0.9985588,0.001054461,0.00006575141,0.0001120337,0.000145476,0.00006353408],"domain_scores_gemma":[0.9968972,0.001627238,0.001174008,0.00008373829,0.00009648408,0.0001213184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08787171,0.003337448,0.7271309,0.001854657,0.005634201,0.0002335745,0.0003875856,0.002881692,0.009611719,0.0003120775,0.0002708393,0.1604736],"study_design_scores_gemma":[0.0006362056,0.03536528,0.9538983,0.00009117989,0.00173308,0.0002337506,0.0001687587,0.003505942,0.003454858,0.0003170978,0.0005784915,0.00001709027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965862,0.002758294,0.000290837,0.00005837133,0.000006387667,0.00002951386,0.00005615674,0.000003612558,0.0002104779],"genre_scores_gemma":[0.9992113,0.0004197436,0.0001863332,0.00002202362,0.00001775956,0.00002221002,0.00003662644,0.000001098622,0.00008293252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002352177,"threshold_uncertainty_score":0.01243967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06838400688589104,"score_gpt":0.3455765618202851,"score_spread":0.277192554934394,"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."}}