{"id":"W4297489986","doi":"10.1111/ene.15576","title":"Impact of edema formation on functional outcome in pediatric stroke patients","year":2022,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Blood Coagulation and Thrombosis Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Edema; Internal medicine; Stroke (engine); Magnetic resonance imaging; Biomarker; Brain edema; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006229274,0.0002401851,0.0003595649,0.0005844265,0.0002360858,0.0005216895,0.0001702343,0.0001999969,0.001034994],"category_scores_gemma":[0.002899523,0.00008572439,0.0003138507,0.00058868,0.0002919401,0.0004477239,0.000346425,0.0004032637,0.0001351918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005084603,"about_ca_system_score_gemma":0.0004711465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002413203,"about_ca_topic_score_gemma":0.002785233,"domain_scores_codex":[0.9995763,0.0001139605,0.00005096544,0.00007226877,0.00009088233,0.00009562777],"domain_scores_gemma":[0.998018,0.0003670527,0.001157335,0.00005194206,0.0001808408,0.0002247683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001279247,0.00001304398,0.997764,0.00001077712,0.0000212977,0.0001214248,0.00002894708,0.0000510516,0.0000663576,0.00001451372,0.00006723213,0.001713581],"study_design_scores_gemma":[0.000003729272,0.0001789164,0.9988311,0.000009316945,0.00001980608,0.0005536303,0.00009047476,0.00008909901,0.00009547514,0.00001503298,0.000111294,0.000002007362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987741,0.0004876294,0.00005514738,0.0000401492,0.000003835584,0.000006239314,0.0003198269,0.000002949835,0.0003101288],"genre_scores_gemma":[0.9992464,0.0002341954,0.00006963366,0.00001076813,0.000007815312,0.000006885703,0.0003804606,0.000001432231,0.00004239654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002413203,"threshold_uncertainty_score":0.004798353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209114533582001,"score_gpt":0.2826626802050495,"score_spread":0.2405715348692295,"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."}}