{"id":"W4386757859","doi":"10.1097/hco.0000000000001094","title":"Perspectives on pulsed field ablation: how to judge endpoints","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Atrial fibrillation; Pulmonary vein stenosis; Ablation; Pulmonary vein; Phrenic nerve; Catheter ablation; 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":[0.04055673,0.001568055,0.01095645,0.003390012,0.000592904,0.005849692,0.003549428,0.002791539,0.005478916],"category_scores_gemma":[0.1343172,0.0007178232,0.004352564,0.00370373,0.001896231,0.005608773,0.002348501,0.007088014,0.002321332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002145092,"about_ca_system_score_gemma":0.005182443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068569,"about_ca_topic_score_gemma":0.001309808,"domain_scores_codex":[0.9754307,0.01215429,0.006711146,0.001566663,0.003886631,0.0002506027],"domain_scores_gemma":[0.823228,0.1554739,0.007637335,0.002010259,0.01075497,0.0008954467],"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":[0.0005423388,0.00005052721,0.0008552455,0.210858,0.003267119,0.0001172008,0.0002744898,0.0006186634,0.0002834018,0.01082744,0.05657082,0.7157348],"study_design_scores_gemma":[0.0004044127,0.0003547123,0.003583815,0.4622372,0.008492933,0.0007836624,0.0005157262,0.0007534624,0.0004709888,0.04473339,0.4775127,0.0001568938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001203455,0.9900442,0.001248862,0.005847951,0.001530472,0.00009963437,0.0002142956,0.00002016401,0.0008741763],"genre_scores_gemma":[0.004905147,0.9776438,0.004438489,0.007371064,0.004198992,0.00063054,0.0003848638,0.00005075756,0.0003764236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04055673,"threshold_uncertainty_score":0.2144871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3440812182579976,"score_gpt":0.4905674676491104,"score_spread":0.1464862493911128,"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."}}