{"id":"W1974597676","doi":"10.1016/j.hrthm.2009.07.038","title":"Anticoagulation, atrial fibrillation, and therapeutic international normalized ratio during catheter ablation","year":2009,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Atrial fibrillation; Dosing; Catheter ablation; Thrombosis; Intensive care medicine; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001872114,0.0003298658,0.0005503598,0.0003735766,0.0001872242,0.0001413469,0.00004775449,0.0004610919,0.0004333466],"category_scores_gemma":[0.00007703748,0.0003080235,0.0003521109,0.0001690681,0.00005123222,0.0002148397,0.00004429042,0.0004011125,0.00009962005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066144,"about_ca_system_score_gemma":0.00006294771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001629326,"about_ca_topic_score_gemma":0.000001877573,"domain_scores_codex":[0.997955,0.0000912106,0.0006223762,0.0004484977,0.0005939016,0.000289018],"domain_scores_gemma":[0.9990589,0.00009795756,0.0002594912,0.000322441,0.0001984147,0.000062776],"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":[0.001921432,0.00001903698,0.3502485,0.001298345,0.00284581,0.0005341512,0.001445349,0.002493044,0.003354096,0.001173819,0.6177665,0.01689986],"study_design_scores_gemma":[0.002219051,0.00008105759,0.1718975,0.00009936777,0.0003026711,0.0005042373,0.00000536774,0.001958786,0.0001420212,0.000278877,0.8221768,0.000334217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08831325,0.001024916,0.0005253123,0.9056299,0.001713997,0.001535159,0.00001661293,0.0002790515,0.0009617427],"genre_scores_gemma":[0.5764441,0.0008272916,0.00274347,0.2552521,0.1255138,0.000005784091,0.003238311,0.0002209,0.03575424],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6503779,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851616264044103,"score_gpt":0.3127704235413036,"score_spread":0.2742542609008625,"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."}}