{"id":"W2155032002","doi":"10.1161/hs0901.095719","title":"Predictors of Fatal Brain Edema in Massive Hemispheric Ischemic Stroke","year":2001,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":350,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; Medical Research Council; National Institutes of Health; Ministry of Defense; Medical Research Council Canada; Fondation pour la Recherche Médicale","keywords":"Medicine; Stroke (engine); Brain edema; Ischemic stroke; Cardiology; Edema; Cerebral edema; Brain ischemia; Internal medicine; Anesthesia; Ischemia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002250768,0.0002667064,0.0005096347,0.000181361,0.00002398602,0.000008656233,0.0002358977,0.0001285175,0.0006501187],"category_scores_gemma":[0.0002267311,0.0002544264,0.0001740264,0.000347029,0.0001412974,0.0000987746,0.0001796687,0.000322972,0.00004613298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806795,"about_ca_system_score_gemma":0.00009267184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008263389,"about_ca_topic_score_gemma":0.00001543489,"domain_scores_codex":[0.9979713,0.00003380702,0.0005479665,0.0004226712,0.0005257333,0.0004985423],"domain_scores_gemma":[0.9989362,0.00009709744,0.0001947169,0.0005357106,0.00006800546,0.0001682464],"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":[0.0005140122,0.0002716146,0.4118503,0.0001797022,0.0003371791,0.0004004876,0.0003370366,0.00003513558,0.395889,0.00003164417,0.1850745,0.005079343],"study_design_scores_gemma":[0.0142964,0.001223302,0.1499499,0.0005580901,0.0004415874,0.0002113441,0.00417435,0.001240621,0.3281491,0.000008241201,0.4989301,0.000816996],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671528,0.0002570299,0.0005550754,0.001627181,0.000198325,0.0004802657,0.00007593778,0.00007262201,0.1295807],"genre_scores_gemma":[0.9660619,0.00008291254,0.001906532,0.0004183723,0.0002533086,0.0000449656,0.00006380455,0.00004162522,0.03112659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3138556,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009343066915157251,"score_gpt":0.2466978252728484,"score_spread":0.2373547583576912,"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."}}