{"id":"W1482321569","doi":"10.1002/9780470692646.ch8","title":"Short‐ and Long‐Term Efficacy","year":2007,"lang":"en","type":"other","venue":"","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Cardiac tamponade; Cardiology; Phrenic nerve; Internal medicine; Atrial fibrillation; Catheter ablation; Ablation; Anesthesia; Respiratory system","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":[0.002134969,0.0002439456,0.0006591235,0.0007221362,0.0001952617,0.000522901,0.0003441892,0.0003405136,0.007888334],"category_scores_gemma":[0.002771183,0.00006579509,0.001341774,0.0007916432,0.0002133677,0.0006316148,0.0003534358,0.0009220858,0.00105356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006634415,"about_ca_system_score_gemma":0.0006396448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006233776,"about_ca_topic_score_gemma":0.002158616,"domain_scores_codex":[0.9992735,0.0002954386,0.00009898283,0.00007393971,0.000174425,0.00008374927],"domain_scores_gemma":[0.9979802,0.0009825556,0.0004255391,0.0001286945,0.000192716,0.0002903334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0857548,0.004826713,0.1831925,0.002438352,0.004888418,0.0002623005,0.0002147733,0.001993719,0.00227421,0.003184587,0.03214543,0.6788243],"study_design_scores_gemma":[0.01532524,0.01684386,0.8824329,0.000707066,0.006791466,0.0009280961,0.0002472256,0.002031394,0.003086703,0.002936013,0.06858574,0.00008429762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7630174,0.03920858,0.00198428,0.002741811,0.0005743644,0.0006456262,0.02170085,0.0001847972,0.1699424],"genre_scores_gemma":[0.9459847,0.009047952,0.001630448,0.001244116,0.0005781135,0.0005893466,0.01502432,0.00005798099,0.02584306],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007888334,"threshold_uncertainty_score":0.02638912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06810921997984855,"score_gpt":0.3709979887838429,"score_spread":0.3028887688039944,"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."}}