{"id":"W3043738271","doi":"10.1016/j.jacep.2020.05.033","title":"Hemoptysis and Cryoballoon Ablation","year":2020,"lang":"en","type":"letter","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Montreal Heart Institute","funders":"Biosense Webster; Medtronic","keywords":"Ablation; Medicine; Cardiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001409678,0.0003446568,0.001358986,0.0001225327,0.00007891722,0.00002480179,0.0001238773,0.001080839,0.0005456905],"category_scores_gemma":[0.0007575696,0.0002870924,0.0005156487,0.0002196895,0.000183685,0.00005144516,0.000175533,0.001866038,0.0003247102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004488575,"about_ca_system_score_gemma":0.00009637245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001365645,"about_ca_topic_score_gemma":0.000001088613,"domain_scores_codex":[0.9973838,0.0002831889,0.0008938278,0.0007774896,0.0002458862,0.00041583],"domain_scores_gemma":[0.9981995,0.0008314103,0.000384656,0.0003688872,0.00009058446,0.0001250248],"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":[0.0005976993,0.000009565247,0.006278327,0.0001843178,0.0005073769,0.0002327341,0.000007392876,0.000001153166,0.0009516747,0.0002356861,0.9783459,0.01264822],"study_design_scores_gemma":[0.001336217,0.001592596,0.05491441,0.00002132632,0.0006788132,0.00001171203,0.000002028284,0.0004048994,0.00002127329,0.003738828,0.9369773,0.0003005664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02095664,0.0001840428,0.00009048425,0.9750569,0.0008141048,0.0006309525,0.000005395084,0.000188037,0.002073369],"genre_scores_gemma":[0.0158829,0.001569531,0.001061629,0.9390022,0.03708259,0.000006455107,0.001048494,0.0000739247,0.004272332],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04863608,"threshold_uncertainty_score":0.9999581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029506202911093,"score_gpt":0.3914595432435688,"score_spread":0.2885089229524596,"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."}}