{"id":"W2165328975","doi":"10.1212/01.wnl.0000129482.70315.2f","title":"The high risk of stroke immediately after transient ischemic attack","year":2004,"lang":"en","type":"article","venue":"Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":363,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus","funders":"Australian Government","keywords":"Medicine; Stroke (engine); Diabetes mellitus; Population; Incidence (geometry); Proportional hazards model; Internal medicine; Myocardial infarction; Risk factor; Risk assessment; Emergency medicine; Pediatrics; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002558373,0.0002318261,0.0003306488,0.0008428865,0.000618446,0.0009584909,0.0003201029,0.0005159634,0.002354821],"category_scores_gemma":[0.001837138,0.0001371097,0.0002945112,0.001149672,0.0003652867,0.0002658612,0.0005601043,0.0007590714,0.0004240018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006852677,"about_ca_system_score_gemma":0.001035807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03354702,"about_ca_topic_score_gemma":0.04658258,"domain_scores_codex":[0.9995368,0.00008049812,0.00002851527,0.00004391978,0.00016094,0.0001493666],"domain_scores_gemma":[0.9990068,0.00009661792,0.0004745503,0.00003913226,0.0001578696,0.0002249541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001301572,0.0000377188,0.9857851,0.00005906657,0.00007942244,0.0008621598,0.0001336102,0.00005828057,0.0002903623,0.0001642117,0.001177417,0.01122259],"study_design_scores_gemma":[0.000003424439,0.00002447928,0.9976748,0.0000229289,0.00003034361,0.001094065,0.0000951857,0.00004052814,0.00003227114,0.0001803973,0.0007967328,0.00000495635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975957,0.006894388,0.0006065424,0.001533962,0.0001173138,0.00006972993,0.001348706,0.00005350403,0.01341892],"genre_scores_gemma":[0.9962265,0.001635783,0.0002919337,0.0001836207,0.0001549039,0.00001248959,0.0007232052,0.000003945833,0.0007676471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03354702,"threshold_uncertainty_score":0.0667035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008872663332560588,"score_gpt":0.2356965185341382,"score_spread":0.2268238552015776,"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."}}