{"id":"W3031998427","doi":"10.11817/j.issn.1673-9248.2020.01.001","title":"Recent Advances in Stroke Prevention","year":2020,"lang":"en","type":"article","venue":"","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Stroke (engine); Clopidogrel; Patent foramen ovale; Internal medicine; Warfarin; Aspirin; Paradoxical embolism; Carotid endarterectomy; Cardiology; Stenosis; Intensive care medicine; Surgery; Atrial fibrillation; Percutaneous","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":[0.002380502,0.001218566,0.001473202,0.002472627,0.0006200183,0.00261725,0.001334643,0.002277638,0.02612134],"category_scores_gemma":[0.00572185,0.0003692114,0.001500371,0.002160616,0.0006184233,0.002338536,0.001531023,0.00408768,0.01223226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330617,"about_ca_system_score_gemma":0.004205122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469138,"about_ca_topic_score_gemma":0.003106878,"domain_scores_codex":[0.9988164,0.0002879029,0.0001778529,0.0002143409,0.0003739113,0.000129646],"domain_scores_gemma":[0.9968607,0.001294745,0.0002179677,0.000140963,0.001108936,0.0003766889],"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":[0.0001702461,0.0001334482,0.0005272165,0.009774524,0.0001841672,0.0002136717,0.000106725,0.0001786987,0.000316174,0.007937808,0.1575352,0.8229221],"study_design_scores_gemma":[0.00006243964,0.0001306628,0.0007404037,0.005668757,0.0002198146,0.0004775865,0.00007209137,0.00009304295,0.0001612995,0.005285667,0.9870644,0.00002381283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003768211,0.9656107,0.0008902602,0.01220676,0.006937934,0.00003631473,0.0002859902,0.0001304335,0.01352483],"genre_scores_gemma":[0.002921168,0.9801033,0.001213169,0.005434453,0.005425753,0.00004968977,0.0004528628,0.0000241845,0.004375505],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02612134,"threshold_uncertainty_score":0.08738464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671269645669419,"score_gpt":0.295100257353214,"score_spread":0.2683875608965199,"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."}}