{"id":"W2547944022","doi":"10.1097/hco.0000000000000354","title":"Hybrid ablation for atrial fibrillation","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Catheter ablation; Cardiology; Internal medicine; Pulmonary vein; Ablation of atrial fibrillation","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":[0.0006786657,0.0009236122,0.001708403,0.002781769,0.0002164788,0.001168738,0.0007900116,0.0009528801,0.005682042],"category_scores_gemma":[0.001746504,0.0002085438,0.00113501,0.001677524,0.0004035006,0.001118749,0.0007941626,0.001239496,0.001777331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003876568,"about_ca_system_score_gemma":0.001098222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005809895,"about_ca_topic_score_gemma":0.0009795757,"domain_scores_codex":[0.9996004,0.00007101773,0.00009220417,0.00006159497,0.0001506787,0.00002425709],"domain_scores_gemma":[0.9992746,0.0003918871,0.0001793618,0.00001678644,0.000104937,0.00003238663],"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":[0.00005216224,0.00003918092,0.0002496015,0.08040524,0.0003588655,0.0002865388,0.00006609375,0.0002384683,0.0008115808,0.001541135,0.03364177,0.8823093],"study_design_scores_gemma":[0.00004276168,0.0001139845,0.002026165,0.05512016,0.0009324906,0.006513416,0.0001057218,0.0001536981,0.000467463,0.002314533,0.9321786,0.00003113581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005573794,0.9990467,0.00006913036,0.0001694729,0.0002034344,0.000005196999,0.00001161934,0.000004615532,0.0004340076],"genre_scores_gemma":[0.0005777416,0.9986058,0.0001113723,0.0002019693,0.0002785789,0.000006189839,0.00001911681,0.000001604356,0.0001976223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005682042,"threshold_uncertainty_score":0.01900834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2386761752228108,"score_gpt":0.4677983291212284,"score_spread":0.2291221538984176,"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."}}