{"id":"W2792123772","doi":"","title":"Abstract 15805: Determination of Ideal Radiofrequency Delivery Parameters, and Areas With High Risk of Pulmonary Vein Reconnection in Patients With Atrial Fibrillation Undergoing Pulmonary Vein Antrum Isolation","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Southlake Regional Health Center","funders":"","keywords":"Medicine; Pulmonary vein; Atrial fibrillation; Antrum; Cardiology; Internal medicine; Isolation (microbiology); Vein; 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":[0.0004089859,0.0001923745,0.0003229124,0.0004530831,0.0001994697,0.0006901188,0.0002600148,0.0005217442,0.003455185],"category_scores_gemma":[0.00216636,0.00008291769,0.0002269196,0.0003600953,0.0002774039,0.0004728403,0.0002358172,0.0004852835,0.000748428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990054,"about_ca_system_score_gemma":0.0002784695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002862135,"about_ca_topic_score_gemma":0.0003885901,"domain_scores_codex":[0.9998335,0.00003961723,0.00002918624,0.00003332919,0.00003947873,0.00002494708],"domain_scores_gemma":[0.9988972,0.0003034044,0.0005037571,0.0000436355,0.0000978067,0.0001542615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009723704,0.0001552397,0.9787365,0.00007544034,0.00004782296,0.0003450643,0.0001004531,0.0001611593,0.001248562,0.0001050005,0.000934917,0.01711746],"study_design_scores_gemma":[0.00005875465,0.0008973624,0.9933481,0.00007295125,0.00009381734,0.002097551,0.0003934746,0.0009157963,0.0005954962,0.0003977342,0.001115378,0.00001365849],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955475,0.001120095,0.0005178113,0.0004442729,0.00004425406,0.00001875251,0.0002238388,0.00001141934,0.00207204],"genre_scores_gemma":[0.9986697,0.0001973914,0.0004768818,0.0001255315,0.00007565851,0.00001901923,0.0001671505,0.000003919162,0.0002646848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003455185,"threshold_uncertainty_score":0.01155877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641739297160759,"score_gpt":0.2349677743752356,"score_spread":0.218550381403628,"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."}}