{"id":"W2058495023","doi":"10.1161/strokeaha.107.513234","title":"Recurrent Events in Transient Ischemic Attack and Minor Stroke","year":2008,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Stroke (engine); Minor stroke; Internal medicine; Cardiology; Magnetic resonance imaging; Radiology; Stenosis","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":[0.000125176,0.0002294335,0.0003632253,0.0001905177,0.00004802002,0.000003558668,0.0001100998,0.00009307942,0.000129408],"category_scores_gemma":[0.00004033028,0.0002143752,0.0001022404,0.000132691,0.00009441525,0.00007113456,0.00008333242,0.0002992109,0.00005544402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321902,"about_ca_system_score_gemma":0.00005204563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003136504,"about_ca_topic_score_gemma":0.0000160601,"domain_scores_codex":[0.9983866,0.00002404118,0.0003513672,0.0004277145,0.0003928667,0.0004174197],"domain_scores_gemma":[0.9993443,0.00003183008,0.00006802573,0.0003355003,0.00003569585,0.0001846034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008548569,0.000753145,0.6499965,0.000356224,0.0003069814,0.0004895261,0.00198348,0.000008143422,0.05657641,0.00001603235,0.2723251,0.01633363],"study_design_scores_gemma":[0.008999025,0.0006436667,0.5122421,0.0002970258,0.000200513,0.0003899142,0.0006252526,0.0003624251,0.01539795,0.000001329537,0.4603477,0.0004930256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531819,0.0008666964,0.0000905366,0.0008754249,0.0001984174,0.0005621276,0.00004283037,0.0000505492,0.04413152],"genre_scores_gemma":[0.9800718,0.0004486381,0.001244054,0.0003110431,0.000124361,0.00004792316,0.00003255855,0.00002705685,0.01769258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1880226,"threshold_uncertainty_score":0.8741969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787039863112196,"score_gpt":0.2786451127810736,"score_spread":0.2507747141499517,"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."}}