{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006000084,0.00004893752,0.00008301575,0.00003498506,0.0001217265,0.00003106909,0.00006905231,0.00003384898,0.0001136885],"category_scores_gemma":[0.00008815109,0.00004720197,0.00003993383,0.0000125241,0.00002801683,0.00008429006,0.00003869179,0.00004834033,0.0001638088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000042434,"about_ca_system_score_gemma":0.00001194461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001422243,"about_ca_topic_score_gemma":7.824459e-7,"domain_scores_codex":[0.9995796,0.000003424246,0.00007923134,0.0001141555,0.0001339246,0.00008963625],"domain_scores_gemma":[0.9993564,0.000004709229,0.00007222809,0.0004953539,0.00003062651,0.00004071195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000157051,0.00002896568,0.928255,0.00003128153,0.00005969545,0.00001620349,0.0000771401,0.00001291026,0.03020259,0.000950392,0.009029695,0.03132044],"study_design_scores_gemma":[0.0005250894,0.000007043503,0.9760586,0.00001572792,0.00005097867,0.000008542685,0.00001617852,0.001208227,0.00157432,0.00004351206,0.02044738,0.00004438759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.787108,0.00002522772,0.001832112,0.000991912,0.0001384793,0.0001559142,0.000001282157,0.00004154031,0.2097055],"genre_scores_gemma":[0.9969825,0.000004068157,0.0004394566,0.0001978115,0.0002271838,0.000006845402,0.00001422264,0.000008481491,0.00211946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098745,"threshold_uncertainty_score":0.2105485,"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."}}