{"id":"W2101926891","doi":"10.1161/strokeaha.110.577973","title":"Treating Arteries Instead of Risk Factors","year":2010,"lang":"en","type":"article","venue":"Stroke","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Medicine; Stroke (engine); Internal medicine; Cardiology","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":[0.00003933746,0.00007547835,0.0001664338,0.00004541787,0.00003778781,0.000006678502,0.00003584229,0.00003434308,0.0003920884],"category_scores_gemma":[0.0001167444,0.00005735116,0.0001658507,0.00004042932,0.00007004482,0.00004186522,0.00001345552,0.0001207915,0.00001070077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004145635,"about_ca_system_score_gemma":0.00003024998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001005061,"about_ca_topic_score_gemma":0.0000703797,"domain_scores_codex":[0.9995272,0.00001238966,0.0001215492,0.0001002341,0.0001343881,0.0001042413],"domain_scores_gemma":[0.9995766,0.00003538158,0.00004948409,0.0002223196,0.00003586255,0.00008034414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001300126,0.00006210429,0.9720861,0.00002350783,0.00004898407,7.666566e-7,0.0004716463,3.944488e-7,0.01908323,0.00009215832,0.0000479859,0.008070084],"study_design_scores_gemma":[0.0006117295,0.00009433208,0.9606436,0.00001736076,0.0001291868,0.00000691694,0.001235697,0.00001043257,0.03576742,0.0000246999,0.001398422,0.00006013741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891827,0.00001858201,0.00001558901,0.00001409838,0.000152565,0.00008386956,0.00008863256,0.00003486643,0.01040911],"genre_scores_gemma":[0.9993716,0.00001083615,0.000169687,0.00001444759,0.0001011979,0.00000309737,0.00002509993,0.00000906639,0.0002949125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01668419,"threshold_uncertainty_score":0.4293093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007439059024547983,"score_gpt":0.2359717227632207,"score_spread":0.2285326637386728,"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."}}