{"id":"W2915358442","doi":"10.21037/jtd.2019.02.20","title":"Catheter ablation: an ongoing revolution","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Catheter ablation; Ablation; Catheter; Surgery; 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":[0.005981008,0.001006184,0.001618374,0.001077542,0.001979414,0.004204228,0.001435229,0.02010644,0.01222156],"category_scores_gemma":[0.01911424,0.0003039904,0.001158517,0.0006243408,0.006369519,0.009843436,0.001924368,0.03129669,0.008177245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003641858,"about_ca_system_score_gemma":0.0029089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007839735,"about_ca_topic_score_gemma":0.001627936,"domain_scores_codex":[0.9966968,0.001009386,0.0002615933,0.0004696691,0.001289364,0.0002730968],"domain_scores_gemma":[0.9818444,0.01108922,0.0007163927,0.0008727,0.003111601,0.002365685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001278572,0.0001215191,0.0004823548,0.0006628346,0.00003824589,0.002416418,0.0002645569,0.0001861578,0.0007262499,0.03909544,0.7662083,0.1896701],"study_design_scores_gemma":[0.00004975018,0.00008956988,0.0004441693,0.001201674,0.00002118007,0.005481078,0.0003407931,0.0002119584,0.00009557214,0.03281806,0.9592097,0.00003658122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000317603,0.06234911,0.0005929358,0.9161409,0.01627665,0.000004508121,0.00001770402,0.00006130913,0.004239344],"genre_scores_gemma":[0.008701762,0.1140116,0.001659545,0.7006331,0.1696525,0.00003016686,0.00005266012,0.00004712098,0.005211533],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02010644,"threshold_uncertainty_score":0.04088515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212613675545451,"score_gpt":0.3337946949519071,"score_spread":0.3116685581964526,"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."}}