{"id":"W4288079168","doi":"10.1161/strokeaha.120.031707","title":"Stroke Prevention in Older Adults","year":2020,"lang":"en","type":"review","venue":"Stroke","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Robarts Clinical Trials; Western University","funders":"","keywords":"Medicine; Stroke (engine); Carotid endarterectomy; Atrial fibrillation; Dementia; Stenosis; Blood pressure; Population; Internal medicine; Endarterectomy; Carotid stenting; Cardiology; Intensive care medicine; Physical therapy","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":[0.00006593981,0.0002482366,0.001279229,0.0001060889,0.00002986597,0.000008896139,0.00007573458,0.0001779559,0.0002359672],"category_scores_gemma":[0.00005543685,0.0001993917,0.0005249174,0.0001570456,0.00002391376,0.00002376522,0.00007063859,0.0003918712,0.0001884515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257399,"about_ca_system_score_gemma":0.00012524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002145371,"about_ca_topic_score_gemma":0.00002623241,"domain_scores_codex":[0.9987191,0.00004137954,0.0004272707,0.0003428109,0.0002517783,0.0002176698],"domain_scores_gemma":[0.999522,0.00004821234,0.0001260321,0.0001616121,0.0000380854,0.0001040734],"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":[0.00005213783,0.0002045428,0.0001066842,0.01531562,0.000153128,0.0001172622,0.00001779067,8.978802e-9,9.760596e-8,0.000102147,0.006766471,0.9771641],"study_design_scores_gemma":[0.001304926,0.0002000163,0.0003909526,0.02431574,0.0004044808,0.00002572615,0.00005141301,6.5708e-7,2.537998e-7,0.00001467093,0.9731467,0.0001444833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001969398,0.9908239,0.000006303933,0.0002294424,0.0001870136,0.001107142,0.0002722911,0.00003394071,0.00732031],"genre_scores_gemma":[0.00004163372,0.9948272,0.0002263686,0.00007500954,0.0005910767,0.0001784776,0.0003546008,0.00003137377,0.003674282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9770196,"threshold_uncertainty_score":0.8130957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442100755057396,"score_gpt":0.3399490221578316,"score_spread":0.3055280146072576,"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."}}