{"id":"W4232858418","doi":"10.1161/circulationaha.117.030509","title":"Embolic Stroke","year":2017,"lang":"en","type":"article","venue":"Circulation","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Stroke (engine); Embolic stroke; Cardiology; Internal medicine; Ischemic stroke; Ischemia","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":[0.0003156499,0.0004196769,0.0007128657,0.002028836,0.001162824,0.001807312,0.0003061319,0.0009847423,0.05050844],"category_scores_gemma":[0.001892572,0.0001225683,0.0004676532,0.001313255,0.0003088276,0.0005785939,0.0004854993,0.001159095,0.0143197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000660733,"about_ca_system_score_gemma":0.001401715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254043,"about_ca_topic_score_gemma":0.004268859,"domain_scores_codex":[0.9996545,0.00005983143,0.00003779352,0.00003897244,0.0001102741,0.00009868149],"domain_scores_gemma":[0.9996742,0.00004773567,0.00005438939,0.0000375987,0.00008512278,0.0001010435],"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":[0.0006286512,0.0008747006,0.07951021,0.0006611985,0.0003114138,0.01386405,0.0002528841,0.0002068289,0.001504126,0.01242233,0.3289984,0.5607652],"study_design_scores_gemma":[0.0005461751,0.0006897172,0.1912655,0.001904937,0.0005851698,0.04927514,0.0006140021,0.0008331317,0.0017961,0.02333257,0.7290924,0.00006516434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05274849,0.03526606,0.002481034,0.01846514,0.004560363,0.0003604171,0.002403331,0.0005003723,0.8832149],"genre_scores_gemma":[0.6245679,0.06160289,0.003220598,0.02286401,0.02502928,0.0004345574,0.007540353,0.000194972,0.2545454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05050844,"threshold_uncertainty_score":0.1689675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770053199403807,"score_gpt":0.295344358991184,"score_spread":0.267643826997146,"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."}}