{"id":"W3184876543","doi":"10.31071/promedosvity2021.02.075","title":"Predictive value of atrial fibrillation catheter ablation on cognitive functions in patients with chronic heart failure","year":2021,"lang":"en","type":"article","venue":"Problems of Uninterrupted Medical Training and Science","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiology; Ejection fraction; Atrial fibrillation; Medicine; Montreal Cognitive Assessment; Internal medicine; Ablation; Sinus rhythm; Catheter ablation; Heart failure; Cognition; Radiofrequency ablation; Cognitive impairment; Disease; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004618895,0.0002861491,0.0002959887,0.0006011778,0.0003191771,0.0003900835,0.0002152706,0.0004680156,0.00109809],"category_scores_gemma":[0.002581398,0.0001055831,0.0004239251,0.0004412777,0.0002513099,0.0002673413,0.0002430852,0.0006089595,0.0001296616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558221,"about_ca_system_score_gemma":0.0002041358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00227366,"about_ca_topic_score_gemma":0.002655513,"domain_scores_codex":[0.9997657,0.00007059268,0.00002723314,0.000037334,0.00005291223,0.00004617676],"domain_scores_gemma":[0.9986227,0.0004391987,0.0004377915,0.00006018448,0.0001351293,0.0003050064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000182179,0.00003291471,0.9983778,0.000004623729,0.00002817523,0.00005762928,0.00001927769,0.00003476546,0.00007900198,0.000006289304,0.00004518601,0.001132187],"study_design_scores_gemma":[0.000007484125,0.0001088986,0.9994379,0.000003162692,0.00002095357,0.0001449894,0.00003520187,0.0001630654,0.00001959997,0.00001390897,0.00004278006,0.000002115933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990514,0.0004126618,0.00002993842,0.00006141906,0.00001242822,0.000002703395,0.00006192208,0.000001674675,0.0003659371],"genre_scores_gemma":[0.9997762,0.0000689365,0.00001601494,0.00001496767,0.00001842107,0.000001632534,0.00005974104,3.64246e-7,0.00004366731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00227366,"threshold_uncertainty_score":0.004520893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04036545993409384,"score_gpt":0.3048392870819128,"score_spread":0.264473827147819,"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."}}