{"id":"W4211232574","doi":"10.1161/circresaha.116.308407","title":"Cardioembolic Stroke","year":2017,"lang":"en","type":"review","venue":"Circulation Research","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":411,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Stroke (engine); Cardiology; Medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001566918,0.0002105247,0.001430708,0.0008678614,0.0003947684,0.0001953679,0.0002464132,0.0003244338,0.0003741818],"category_scores_gemma":[0.0008271388,0.0001709008,0.0008337986,0.0003111031,0.0001216804,0.0001072529,0.0001671234,0.0005942268,0.001761705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312705,"about_ca_system_score_gemma":0.0004595343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002611364,"about_ca_topic_score_gemma":0.000001799682,"domain_scores_codex":[0.9973967,0.0003111382,0.0004551845,0.000410122,0.001051206,0.0003756343],"domain_scores_gemma":[0.9979603,0.0002919389,0.0001980113,0.001084757,0.0003024735,0.0001624742],"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":[0.000004855281,0.000002568079,0.001448584,0.006922353,0.0002569315,0.00002304482,0.000009794767,0.000003068702,2.156049e-7,0.0004919157,0.001618811,0.9892179],"study_design_scores_gemma":[0.0002734845,0.00001802803,0.003536449,0.002431603,0.0004595265,0.00001591879,0.000006313207,0.00002595641,6.941398e-8,0.00006500516,0.9930313,0.0001363684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009410443,0.9406629,0.00002613293,0.0002100197,0.0002741865,0.001767122,0.00001226668,0.00006224246,0.05697567],"genre_scores_gemma":[0.0003799234,0.9659868,0.00002945805,0.000006446351,0.002517156,0.0000247173,0.0002478371,0.00005328351,0.03075433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9914125,"threshold_uncertainty_score":0.9990155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7739995488940925,"score_gpt":0.6214754087425142,"score_spread":0.1525241401515783,"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."}}