{"id":"W2565918373","doi":"10.1056/jn200404090000002","title":"Risk Factors for Stroke and Death After Carotid Endarterectomy","year":2004,"lang":"en","type":"article","venue":"Journal watch","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Carotid endarterectomy; Stroke (engine); Cardiology; Internal medicine; Carotid arteries","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001254173,0.0001457297,0.0002461219,0.00005552709,0.0001545779,0.00006456647,0.00004240772,0.00005318883,0.00017574],"category_scores_gemma":[0.00006467177,0.0001018933,0.0003192255,0.00003700096,0.00002421822,0.0001145145,0.0000158412,0.0002211923,0.000009973263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009680564,"about_ca_system_score_gemma":0.00009108762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003681477,"about_ca_topic_score_gemma":0.00001881668,"domain_scores_codex":[0.9991602,0.00001716207,0.0001931941,0.000158804,0.0002203506,0.0002502773],"domain_scores_gemma":[0.9993315,0.00003689499,0.00006415485,0.0001377549,0.00009137337,0.0003383762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227035,0.0001287816,0.9961419,0.00004445538,0.0002493853,0.0000169211,0.0007214951,0.000009076649,0.0004424671,0.00001169571,0.0009924775,0.001118602],"study_design_scores_gemma":[0.00556079,0.000668007,0.9735913,0.000106974,0.0006697687,0.0008644784,0.0006965168,0.000005294443,0.005937818,0.0005887154,0.01110708,0.0002033076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997206,0.0002138972,0.0007575858,0.001036904,0.0001974495,0.0003023332,0.00008473485,0.00002304942,0.0001780907],"genre_scores_gemma":[0.9976603,0.0003914422,0.0005819068,0.0001840461,0.0004209024,0.0000185031,0.000009297192,0.00002286226,0.0007106976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02255069,"threshold_uncertainty_score":0.4155086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009895230008518906,"score_gpt":0.2508250183131006,"score_spread":0.2409297883045816,"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."}}