{"id":"W2809515378","doi":"10.4081/monaldi.2018.956","title":"Cognitive impairment in patients with atrial fibrillation: What is the importance of anticoagulant therapy?","year":2018,"lang":"en","type":"article","venue":"Monaldi Archives for Chest Disease","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Medicine; Anticoagulant therapy; Internal medicine; Cognitive impairment; Intensive care medicine; Pediatrics; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008400151,0.0001348017,0.0002234096,0.00007802563,0.00007617079,0.00002284084,0.00005637582,0.00001646796,0.00005585677],"category_scores_gemma":[0.00004703035,0.00008039916,0.0002130493,0.0001304697,0.0002308813,0.0001465491,0.00003339466,0.00003507106,0.000003287135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001164393,"about_ca_system_score_gemma":0.00006687883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002598983,"about_ca_topic_score_gemma":0.000002500482,"domain_scores_codex":[0.9990624,0.00003219661,0.0002638038,0.0002167035,0.0002526064,0.0001722748],"domain_scores_gemma":[0.999259,0.0002478084,0.0001481376,0.0001743319,0.00006861887,0.0001020804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01358269,0.00002477936,0.9759895,0.00006419767,0.0001428415,0.000001788371,0.0006243581,0.000009866851,0.00000667096,0.0001190246,0.0000401934,0.009394052],"study_design_scores_gemma":[0.006983784,0.0007032936,0.9886129,0.0001868002,0.0001473286,1.581945e-7,0.0001683007,0.0007235798,0.0001100329,0.0007461598,0.001514433,0.0001031724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938562,0.0005067367,0.0001751558,0.003292025,0.00008020477,0.001929154,0.00006369606,0.00001394128,0.00008287132],"genre_scores_gemma":[0.9983152,0.0001554946,0.000210053,0.000390022,0.000617706,0.000005642659,0.0001507196,0.0000170315,0.0001381861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262342,"threshold_uncertainty_score":0.3278583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03279714420741899,"score_gpt":0.30536969628743,"score_spread":0.272572552080011,"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."}}