{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001884804,0.0003826182,0.000691912,0.0004191885,0.0004130496,0.001018127,0.0004238825,0.0009991893,0.003589623],"category_scores_gemma":[0.003740607,0.0001153304,0.0003382805,0.0005457443,0.001097408,0.00083657,0.0004672405,0.001769887,0.001022356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874021,"about_ca_system_score_gemma":0.001315043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007956097,"about_ca_topic_score_gemma":0.001274592,"domain_scores_codex":[0.9989611,0.0005238765,0.00007507216,0.0001622604,0.0001934683,0.00008416941],"domain_scores_gemma":[0.9974633,0.001026471,0.0005903211,0.0002578722,0.0002404924,0.0004213924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00188678,0.001900172,0.1386931,0.003302087,0.0007124214,0.0006714562,0.000933406,0.0007470881,0.008159139,0.01198887,0.05503229,0.7759733],"study_design_scores_gemma":[0.00344138,0.02006508,0.371406,0.006201677,0.003485157,0.01837351,0.002102324,0.002954507,0.01572795,0.03676774,0.5193099,0.0001646691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5179523,0.2579005,0.02296585,0.1222144,0.006691542,0.0005496583,0.0006049336,0.0003528116,0.07076805],"genre_scores_gemma":[0.8438691,0.07984579,0.01574681,0.04050263,0.009000441,0.0003906385,0.0003802457,0.00006077963,0.01020359],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003589623,"threshold_uncertainty_score":0.01200849,"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."}}