{"id":"W2609153964","doi":"10.1016/s0735-1097(16)30763-x","title":"IMPROVED CLINICAL OUTCOME IN ATRIAL FIBRILLATION PATIENTS UNDERGOING PULMONARY VEIN ANTRUM ISOLATION USING OBJECTIVE SOFTWARE-BASED DEMARCATION OF ABLATION LESIONS, VISITAG™","year":2016,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Pulmonary vein; Antrum; Atrial fibrillation; Isolation (microbiology); Ablation; Cardiology; Internal medicine; Vein; Surgery; Bioinformatics","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":[0.0006937436,0.0002740126,0.0005215381,0.0003746016,0.0002620204,0.0009949727,0.0001792063,0.0004623845,0.00125819],"category_scores_gemma":[0.002939099,0.0001060582,0.0004836687,0.000255693,0.0002632263,0.0006072489,0.0004177862,0.0006302702,0.0001984669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578397,"about_ca_system_score_gemma":0.0003120138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000615468,"about_ca_topic_score_gemma":0.001818651,"domain_scores_codex":[0.9996469,0.0000815912,0.00004342273,0.00008122344,0.0001004881,0.00004642453],"domain_scores_gemma":[0.9988824,0.0003190237,0.0004036124,0.00005288863,0.0001460387,0.0001960216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005728357,0.0007710487,0.9296993,0.0001346251,0.0004557581,0.000299627,0.000231522,0.0004661439,0.004373159,0.00007666161,0.0007462449,0.05701762],"study_design_scores_gemma":[0.0001898183,0.002471666,0.9929767,0.00003738125,0.0003474005,0.0005835897,0.0002420835,0.00190551,0.0006746656,0.000121627,0.0004235613,0.00002592534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980301,0.0003836558,0.0003791296,0.000100201,0.00004884831,0.00001724302,0.00006512104,0.000009808673,0.0009658484],"genre_scores_gemma":[0.9990636,0.0001530443,0.0002792845,0.00006463048,0.0000638632,0.00001445676,0.000141352,0.000003237897,0.0002166667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125819,"threshold_uncertainty_score":0.004209101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492138093046587,"score_gpt":0.3483599054685649,"score_spread":0.303438524538099,"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."}}