{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006249123,0.0002272582,0.0003809155,0.0003091805,0.000254216,0.0005372054,0.0003063628,0.0003409303,0.002051778],"category_scores_gemma":[0.00378512,0.00009845261,0.0005628904,0.0003322943,0.0001596376,0.0002986957,0.0003059504,0.000633002,0.0002321174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005804357,"about_ca_system_score_gemma":0.0003510841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005642642,"about_ca_topic_score_gemma":0.007417597,"domain_scores_codex":[0.99971,0.00008122446,0.00002905495,0.00004473751,0.0000706037,0.00006430257],"domain_scores_gemma":[0.9986091,0.0002668247,0.0006280766,0.00005427779,0.000148074,0.0002936077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002881006,0.001154166,0.9652207,0.0001315572,0.0004147874,0.0001047773,0.0004701308,0.0001959195,0.0006952985,0.00002962897,0.001062201,0.02763986],"study_design_scores_gemma":[0.00001764747,0.0003387281,0.9993502,0.000004590938,0.00002676697,0.00002924863,0.00003917301,0.00007053563,0.00004392942,0.00001387175,0.00006242802,0.000002726052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998825,0.0001741779,0.00003009772,0.0000732744,0.000007606434,0.00001902919,0.0003314836,0.000008525768,0.0005307205],"genre_scores_gemma":[0.9991379,0.00008930591,0.00007456545,0.00003635014,0.00001117815,0.0000204579,0.0003986123,9.281484e-7,0.0002306407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005642642,"threshold_uncertainty_score":0.01121962,"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."}}