{"id":"W4232429441","doi":"10.1177/155698451000500203","title":"Surgical Ablation for Atrial Fibrillation in Cardiac Surgery a Consensus Statement of the International Society of Minimally Invasive Cardiothoracic Surgery (ISMICS) 2009","year":2010,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; London Health Sciences Centre; Western University","funders":"","keywords":"Atrial fibrillation; Medicine; Cardiac surgery; Minimally invasive cardiac surgery; Cardiothoracic surgery; Invasive surgery; Ablation; Consensus conference; Cardiology; Surgery; Internal medicine","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":[0.01890257,0.001257607,0.002385004,0.002512379,0.001282246,0.001925577,0.003194617,0.006660954,0.001558372],"category_scores_gemma":[0.02319466,0.0006490376,0.002760187,0.001750561,0.001768519,0.001289087,0.00174719,0.009806057,0.001303218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933736,"about_ca_system_score_gemma":0.01103928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006165023,"about_ca_topic_score_gemma":0.01174897,"domain_scores_codex":[0.9917401,0.001804779,0.002948056,0.0004326061,0.00273739,0.0003371091],"domain_scores_gemma":[0.9613635,0.01362518,0.004288749,0.0006724268,0.01761459,0.002435527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003883351,0.0003764032,0.008086993,0.008122149,0.0005413336,0.0008839165,0.0005103495,0.001759267,0.003798901,0.004388356,0.463467,0.507677],"study_design_scores_gemma":[0.0006115634,0.0005842612,0.05043097,0.03171567,0.001557336,0.004392365,0.00129327,0.002306935,0.003783459,0.009238094,0.893855,0.0002312337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008903014,0.4126851,0.0266881,0.4533029,0.06597722,0.001365751,0.002491319,0.0002470875,0.02833949],"genre_scores_gemma":[0.1185465,0.4748338,0.1537736,0.1405341,0.07224206,0.004158976,0.008691353,0.0003070687,0.02691262],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01890257,"threshold_uncertainty_score":0.09996754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03399417693499208,"score_gpt":0.3278081010292874,"score_spread":0.2938139240942954,"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."}}