{"id":"W3017230206","doi":"10.1161/strokeaha.119.028669","title":"Potential Embolic Sources and Outcomes in Embolic Stroke of Undetermined Source in the NAVIGATE-ESUS Trial","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute","funders":"","keywords":"Medicine; Rivaroxaban; Stroke (engine); Internal medicine; Cardiology; Aspirin; Atrial fibrillation; Hazard ratio; Embolism; Myocardial infarction; Patent foramen ovale; Embolic stroke; Warfarin; Ischemic stroke; Confidence interval; 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":[0.0002750806,0.0001651907,0.00055625,0.0001548934,0.0000371293,0.00003034343,0.000139179,0.00008124574,0.00004248023],"category_scores_gemma":[0.0002033361,0.0001143046,0.0001638419,0.0002169583,0.00008302597,0.0000718237,0.00008260937,0.0001869142,0.000007242992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001494328,"about_ca_system_score_gemma":0.00003155628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001313623,"about_ca_topic_score_gemma":0.00004449497,"domain_scores_codex":[0.9985946,0.0001136915,0.0004863715,0.0002282617,0.0003454417,0.0002316318],"domain_scores_gemma":[0.9994215,0.0001611059,0.0001393195,0.0001847945,0.00001854275,0.00007476174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0072415,0.00003840949,0.9808348,0.000107335,0.0001033874,0.00004190627,0.003173028,0.0001053737,0.003038374,0.0003047814,0.00006241244,0.004948684],"study_design_scores_gemma":[0.07548735,0.001117626,0.9103553,0.00006296714,0.0002660139,0.000007476681,0.004858228,0.002048583,0.0006143508,0.0001066629,0.004792282,0.000283158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914618,0.0001294946,0.00006297715,0.00664779,0.0001349633,0.0008112216,0.00001604728,0.00002894128,0.000706778],"genre_scores_gemma":[0.9979169,0.00003290115,0.00007876229,0.0005083274,0.0004941582,0.000005105655,0.00001169922,0.00001514051,0.0009369547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0704795,"threshold_uncertainty_score":0.4661207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03855876650641935,"score_gpt":0.3132696246843837,"score_spread":0.2747108581779643,"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."}}