{"id":"W2901799822","doi":"10.1016/j.tcm.2018.11.009","title":"Towards a tailored cryo-pulmonary vein isolation. Lessons learned from second-generation cryoballoon ablation","year":2018,"lang":"en","type":"review","venue":"Trends in Cardiovascular Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Medtronic (Canada)","funders":"Boston Scientific Corporation","keywords":"Pulmonary vein; Ablation; Isolation (microbiology); Medicine; Radiology; Cardiology; Biology; Bioinformatics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001848808,0.0008567888,0.004526792,0.001759888,0.0001460693,0.00004742674,0.0002863431,0.000793741,0.004492916],"category_scores_gemma":[0.0004195818,0.0006814793,0.002570406,0.001897667,0.000198394,0.0002392941,0.0001482192,0.0006253054,0.0001921789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00056137,"about_ca_system_score_gemma":0.0002266974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000317268,"about_ca_topic_score_gemma":0.0001125593,"domain_scores_codex":[0.9945875,0.000537739,0.001680827,0.001313448,0.001381552,0.000498928],"domain_scores_gemma":[0.9972251,0.0001748091,0.0005472614,0.001618411,0.0002043265,0.0002300742],"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":[0.00006344396,0.00001898946,0.00010156,0.001642192,0.002986687,0.0001246152,0.0001969357,0.00003537055,0.0000100775,0.00008677228,0.006113582,0.9886197],"study_design_scores_gemma":[0.002455652,0.0001798783,0.003002369,0.00498599,0.008777729,0.00004456645,0.00006008761,0.0007132784,0.000002244594,0.0001513025,0.9790625,0.0005643897],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004255726,0.9782394,0.000993856,0.001805671,0.002018361,0.001045455,0.00005250684,0.0001875122,0.01561473],"genre_scores_gemma":[0.001033999,0.9643484,0.0007140111,0.0001280488,0.01636137,0.00006195933,0.01048348,0.0001594705,0.006709229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9880554,"threshold_uncertainty_score":0.9995636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2604522121821573,"score_gpt":0.4080034560953256,"score_spread":0.1475512439131683,"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."}}