{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000141453,0.000141773,0.0002471437,0.00005531269,0.00003915588,0.00000375712,0.0001579345,0.0001075153,0.00007367459],"category_scores_gemma":[0.00006854767,0.0000959771,0.0001186567,0.00008890231,0.0002249713,0.00002165224,0.00007053828,0.0003693022,0.00007218876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002047609,"about_ca_system_score_gemma":0.00004056969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006008,"about_ca_topic_score_gemma":0.00002828494,"domain_scores_codex":[0.9988586,0.00004171105,0.0002897327,0.0002631947,0.0002284431,0.0003182933],"domain_scores_gemma":[0.9991832,0.0001157999,0.0001155942,0.0004618574,0.00004747235,0.00007605281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04117635,0.002144792,0.3022707,0.0005610554,0.00360317,0.002990355,0.003606127,0.001866109,0.2565321,0.0009726294,0.3428913,0.0413852],"study_design_scores_gemma":[0.006848463,0.002841288,0.3939404,0.00001668158,0.0006276758,0.0001615508,0.00004052068,0.00005038482,0.03912471,0.0000372529,0.5561219,0.000189073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820427,0.0003109053,0.0002016726,0.009830633,0.0003807757,0.0003147273,0.00002560646,0.00003535342,0.006857651],"genre_scores_gemma":[0.9962279,0.0003873704,0.0002360379,0.002485924,0.0001479162,0.00004646673,0.00000658791,0.00002287442,0.0004388804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2174074,"threshold_uncertainty_score":0.3913832,"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."}}