{"id":"W2779557768","doi":"10.1016/j.jacep.2017.11.010","title":"Rotor Mapping in Atrial Fibrillation","year":2017,"lang":"en","type":"letter","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Abbott Laboratories","keywords":"Atrial fibrillation; Cardiology; Medicine; Rotor (electric); Internal medicine; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005673204,0.0004226348,0.001897742,0.0003681167,0.0001238522,0.00004621507,0.0003053339,0.002099047,0.0003212811],"category_scores_gemma":[0.00227184,0.000366593,0.001344378,0.0001702423,0.0001901337,0.00009927833,0.0001736645,0.002428657,0.0005009506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478123,"about_ca_system_score_gemma":0.0002776799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006627209,"about_ca_topic_score_gemma":0.000005594542,"domain_scores_codex":[0.9961146,0.0004682842,0.001490582,0.0009000824,0.000325388,0.0007011364],"domain_scores_gemma":[0.9966559,0.001265606,0.0009370586,0.0009480104,0.0001074579,0.00008598802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001998564,0.000009703213,0.09988074,0.0003592064,0.0008322338,0.0009165607,0.0000196225,0.00004089782,0.001011111,0.0002043925,0.8561024,0.03862456],"study_design_scores_gemma":[0.002733682,0.0006685312,0.1683447,0.00009165359,0.0001767317,0.00001070057,0.000001300129,0.0003268016,0.000005380979,0.001236315,0.8260853,0.0003188985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1297636,0.0005316903,0.00006625828,0.8595017,0.004274607,0.002541882,0.00001233751,0.000199498,0.003108438],"genre_scores_gemma":[0.07354668,0.00282826,0.00157267,0.4758776,0.4102808,0.00001873525,0.002772066,0.0002783907,0.03282477],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4060062,"threshold_uncertainty_score":0.9998786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429120338641346,"score_gpt":0.424299213718302,"score_spread":0.2813871798541674,"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."}}