{"id":"W3197792368","doi":"10.1002/ana.26212","title":"Seizures after Ischemic Stroke: A Matched Multicenter Study","year":2021,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"University College London; National Institute for Health and Care Research","keywords":"Medicine; Stroke (engine); Epilepsy; Thrombolysis; Cardiology; Internal medicine; Neurology; Etiology; Myocardial infarction; Psychiatry","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":[0.002574014,0.000509722,0.0007951478,0.0005485044,0.0005656416,0.0005478679,0.0004346415,0.0005820608,0.001398799],"category_scores_gemma":[0.004205462,0.0004473611,0.0008673345,0.00121251,0.0002334025,0.0006021073,0.0004942279,0.0003761288,0.0002516384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002691328,"about_ca_system_score_gemma":0.0004679483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178535,"about_ca_topic_score_gemma":0.00207653,"domain_scores_codex":[0.9984628,0.0006169136,0.0001646884,0.0004206127,0.0001972169,0.0001376964],"domain_scores_gemma":[0.9983284,0.0002341484,0.0007261424,0.0002914966,0.0001717678,0.0002480682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00681308,0.0003736232,0.9877728,0.00004902674,0.001493878,0.0003420807,0.0001355443,0.00006664439,0.0006930188,0.00006934792,0.0002557746,0.001935242],"study_design_scores_gemma":[0.001244248,0.00215031,0.993454,0.0000208808,0.0008476667,0.0008162149,0.0001733869,0.0004529503,0.0001379683,0.00009867403,0.0005877261,0.00001599135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986213,0.0005058435,0.000186479,0.00004680684,0.00001527501,0.0000579273,0.0003142941,0.00000349432,0.0002485391],"genre_scores_gemma":[0.9991887,0.0001081871,0.0001246257,0.00005626888,0.000030053,0.00003978768,0.0003647962,0.00000236442,0.0000851666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002574014,"threshold_uncertainty_score":0.01361287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05417164541005905,"score_gpt":0.3696669286102107,"score_spread":0.3154952832001516,"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."}}