{"id":"W2313823489","doi":"10.1177/155989771206010","title":"Radiofrequency Ablation versus Antiarrhythmic Drugs for AF","year":2012,"lang":"en","type":"article","venue":"MD Conference Express","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Pulmonary vein; Atrial fibrillation; Cardiology; Radiofrequency ablation; Internal medicine; Ablation; Paroxysmal atrial fibrillation; Catheter ablation; Quinidine; Radiofrequency catheter ablation; Drug; Anesthesia; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001789916,0.0001198709,0.0002057367,0.00007685787,0.00007728051,0.00003008319,0.00006153296,0.00006962106,0.0003834894],"category_scores_gemma":[0.0001060267,0.0001075615,0.0001011381,0.00008445341,0.00003142389,0.0003055279,0.00002448834,0.00005523493,0.00008706623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003715279,"about_ca_system_score_gemma":0.00003636061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001191131,"about_ca_topic_score_gemma":3.851409e-7,"domain_scores_codex":[0.999172,0.00002290643,0.0001959688,0.000153941,0.0001793546,0.0002758554],"domain_scores_gemma":[0.9993593,0.0001346763,0.00008398144,0.0002212757,0.00009509363,0.0001057487],"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":[0.005869816,0.00008501545,0.2094183,0.0007423804,0.000631645,0.000009001524,0.007589347,0.00006404628,0.08820731,0.2907719,0.02933842,0.3672728],"study_design_scores_gemma":[0.01103914,0.0003123961,0.03160227,0.0001287946,0.0004050664,0.00000615879,0.0009679128,0.001847584,0.01928292,0.001078874,0.9327705,0.0005583758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.830381,0.002681566,0.07936362,0.004666016,0.005602379,0.003341326,0.00003767334,0.0004865883,0.07343979],"genre_scores_gemma":[0.9924648,0.0001161428,0.002900955,0.00006739749,0.001762083,0.00001822701,0.00006958779,0.00001615806,0.002584671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9034321,"threshold_uncertainty_score":0.438623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177107180724253,"score_gpt":0.3585558347872504,"score_spread":0.2408451167148251,"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."}}