{"id":"W1986050361","doi":"10.4061/2011/589781","title":"Cost of AF Ablation: Where Do We Stand?","year":2011,"lang":"en","type":"article","venue":"Cardiology Research and Practice","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Ablation; Quality of life (healthcare); Intensive care medicine; Indirect costs; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0148925,0.001283943,0.003112812,0.00340008,0.001445156,0.00998449,0.002856795,0.006718383,0.01067753],"category_scores_gemma":[0.0802058,0.0004908857,0.001341785,0.006604319,0.002922581,0.01595184,0.002292892,0.008527317,0.001658823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006427892,"about_ca_system_score_gemma":0.007903032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01506119,"about_ca_topic_score_gemma":0.02113561,"domain_scores_codex":[0.9925841,0.003564264,0.001282967,0.0003856499,0.001767854,0.0004151205],"domain_scores_gemma":[0.9309115,0.040536,0.007560526,0.0006704214,0.01728146,0.00304014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001238261,0.0002318777,0.01998288,0.01171057,0.001254166,0.0004781224,0.001241495,0.00149882,0.000204032,0.0594888,0.3534681,0.5492028],"study_design_scores_gemma":[0.001050413,0.0009862649,0.05977266,0.1225272,0.004078134,0.002278918,0.0238236,0.004853311,0.0005769351,0.1861758,0.5932027,0.000674126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003426339,0.2457663,0.0006847032,0.7393942,0.006564258,0.000024554,0.0004574982,0.00001646024,0.00366561],"genre_scores_gemma":[0.1627739,0.6153523,0.004444948,0.1666299,0.04703521,0.0001685878,0.0007071736,0.0001466695,0.002741301],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01506119,"threshold_uncertainty_score":0.07876003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4478319950789887,"score_gpt":0.4945023776216331,"score_spread":0.04667038254264438,"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."}}