{"id":"W3208342961","doi":"10.3310/eme08180","title":"Thoracoscopic surgical ablation versus catheter ablation as first-line treatment for long-standing persistent atrial fibrillation: the CASA-AF RCT","year":2021,"lang":"en","type":"article","venue":"Efficacy and Mechanism Evaluation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Efficacy and Mechanism Evaluation Programme; Medical Research Council","keywords":"Medicine; Atrial fibrillation; Ablation; Catheter ablation; Randomized controlled trial; Surgery; Catheter; Atrial tachycardia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004464856,0.001164831,0.003755926,0.0004534929,0.0006618977,0.001625129,0.0007988429,0.002995739,0.007734305],"category_scores_gemma":[0.008395509,0.0006390748,0.003798891,0.000554513,0.001376306,0.001107082,0.0007323369,0.0024858,0.0007302765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009205943,"about_ca_system_score_gemma":0.001947052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522203,"about_ca_topic_score_gemma":0.003608315,"domain_scores_codex":[0.9948478,0.003401833,0.0006551033,0.0005208867,0.0002413931,0.0003330252],"domain_scores_gemma":[0.9949008,0.002670066,0.001158886,0.0002672938,0.0002708054,0.000732111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9738687,0.002685077,0.002454987,0.004262656,0.004309313,0.00006126901,0.0001378771,0.0001468509,0.0009023022,0.0001935842,0.0005268702,0.01045064],"study_design_scores_gemma":[0.9185369,0.06615587,0.006007561,0.0005531957,0.0064142,0.00007525101,0.000117054,0.0002789495,0.0003457887,0.0002579278,0.001231609,0.00002575509],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589605,0.02500142,0.0008194975,0.001668607,0.001688492,0.007292273,0.001072155,0.00007737916,0.003419676],"genre_scores_gemma":[0.9877886,0.003492035,0.00102006,0.0009195253,0.0008956729,0.004551851,0.0003158524,0.000006995133,0.001009487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007734305,"threshold_uncertainty_score":0.02587378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1744350955528662,"score_gpt":0.4079009047941979,"score_spread":0.2334658092413317,"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."}}