{"id":"W4313178579","doi":"10.17925/hi.2022.16.2.85","title":"Globe Pulsed Field System for High-definition Mapping and Ablation for Atrial Fibrillation","year":2022,"lang":"en","type":"review","venue":"Heart International","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Biosense Webster; Fundación Alfonso Martín Escudero","keywords":"Medicine; Ablation; Pulmonary vein; Atrial fibrillation; Cryoablation; Catheter ablation; Radiofrequency ablation; Cardiology; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004008931,0.0002113627,0.0007481837,0.0003330753,0.000177492,0.00007082174,0.00005855584,0.0001742292,0.0002653264],"category_scores_gemma":[0.0004236988,0.0002024756,0.0006336886,0.0001234259,0.00001024238,0.0001149634,0.00005765031,0.00009614992,0.00001169876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961702,"about_ca_system_score_gemma":0.00009304382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001444578,"about_ca_topic_score_gemma":0.000001252435,"domain_scores_codex":[0.9985027,0.00005041964,0.0006414292,0.0003421992,0.0003133098,0.0001498984],"domain_scores_gemma":[0.9982313,0.001143367,0.0003400001,0.0001327841,0.0001049388,0.00004759399],"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":[0.0005463972,0.000004003895,0.0005389125,0.01750995,0.0008223235,0.000002000103,0.0000389266,0.00003434188,0.000003510613,0.03368863,0.005628203,0.9411828],"study_design_scores_gemma":[0.001449788,0.0001520388,0.0001058304,0.001433097,0.0006352743,0.00003451423,0.00002726882,0.0009587836,0.000001161483,0.0003394865,0.9946896,0.0001730864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001010976,0.9439666,0.02664271,0.004646245,0.00992347,0.01083723,0.0008027518,0.0003357271,0.002744175],"genre_scores_gemma":[0.0009471566,0.9571601,0.008801998,0.0001836605,0.01800227,0.000187386,0.012347,0.000095571,0.002274903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9890615,"threshold_uncertainty_score":0.8256716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1863818512614233,"score_gpt":0.3918611555626593,"score_spread":0.205479304301236,"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."}}