{"id":"W2196259157","doi":"10.1530/erp-15-0027","title":"Predictive value of various Doppler-derived parameters of atrial conduction time for successful atrial fibrillation ablation","year":2015,"lang":"en","type":"article","venue":"Echo Research and Practice","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cardiology; Atrial fibrillation; Internal medicine; Medicine; Ablation; Atrial tachycardia; P wave; Tachycardia; Catheter ablation; Doppler echocardiography; Doppler effect; Atrium (architecture); Blood pressure; Diastole","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003770538,0.00009727889,0.0003126427,0.0002700256,0.0001019038,0.00003460504,0.00005060229,0.000122474,0.000032786],"category_scores_gemma":[0.01397076,0.00008717196,0.0001352324,0.0003666485,0.0001462916,0.0006459422,0.00005317436,0.0001437747,0.000009572026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007723748,"about_ca_system_score_gemma":0.0002336953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003140368,"about_ca_topic_score_gemma":0.0000028482,"domain_scores_codex":[0.9979669,0.000495046,0.000414114,0.0002308654,0.0006944717,0.0001985405],"domain_scores_gemma":[0.9939184,0.004256865,0.000341568,0.000178109,0.001167948,0.000137074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.5590869,0.0001870991,0.141475,0.002077186,0.006448242,0.00002816279,0.01697114,0.03308586,0.1105947,0.017961,0.02375923,0.08832543],"study_design_scores_gemma":[0.1351229,0.0643277,0.06227078,0.0007870729,0.006823253,0.0003498351,0.02465956,0.3238219,0.07742032,0.05067264,0.2519171,0.001826924],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797361,0.0007458889,0.007354294,0.004549202,0.0005299894,0.003303948,0.00004918679,0.00004858832,0.003682738],"genre_scores_gemma":[0.9883628,0.000277116,0.00878698,0.00001253429,0.00176876,0.00000278397,0.000137553,0.00001721829,0.0006342025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423964,"threshold_uncertainty_score":0.994335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2004108011806654,"score_gpt":0.4452671581297991,"score_spread":0.2448563569491337,"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."}}