{"id":"W2223679593","doi":"10.1161/circoutcomes.7.suppl_1.135","title":"Abstract 135: Change in Cognition, Depression, and Anxiety Following Catheter Ablation","year":2014,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Medicine; Depression (economics); Atrial fibrillation; Montreal Cognitive Assessment; Ablation; Psychosocial; Catheter ablation; Internal medicine; Cardiology; Psychiatry; Disease; Cognitive impairment","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":[0.00163638,0.0001706581,0.0005535628,0.0001671339,0.0001284275,0.00004652136,0.00002811664,0.0001338364,0.00002017865],"category_scores_gemma":[0.0003592726,0.0001514079,0.0004970216,0.000162311,0.00003595468,0.0003472848,0.00003665573,0.0001018767,0.000007760771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003068541,"about_ca_system_score_gemma":0.000008951561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453283,"about_ca_topic_score_gemma":0.00001801454,"domain_scores_codex":[0.998475,0.0001647817,0.0004321078,0.0003633915,0.0003909787,0.0001737206],"domain_scores_gemma":[0.9993173,0.0001377621,0.00009663356,0.000292726,0.00006168312,0.00009387096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001538567,0.000007418123,0.9555138,0.0001316007,0.0002893289,0.000002033807,0.0003485233,0.00006337328,0.0001128069,0.0004076587,0.000002641576,0.04310539],"study_design_scores_gemma":[0.002273761,0.000008401629,0.9932131,0.00006254009,0.0003164992,0.000005565779,0.00007505497,0.0005197946,0.00003665412,0.0005892726,0.002714256,0.0001851406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932466,0.001509005,0.002543214,0.001063276,0.0001780872,0.0006347275,0.000002449841,0.00007158165,0.0007511105],"genre_scores_gemma":[0.9986036,0.000191778,0.0002122921,0.0005942357,0.0002686721,0.00001308702,0.00007563296,0.00001701324,0.00002364505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04292025,"threshold_uncertainty_score":0.6174235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09373966423822488,"score_gpt":0.3492085338761377,"score_spread":0.2554688696379128,"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."}}