{"id":"W4381087212","doi":"10.1016/j.ccep.2023.05.004","title":"Short-Coupled Ventricular Fibrillation","year":2023,"lang":"en","type":"review","venue":"Cardiac Electrophysiology Clinics","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Ventricular fibrillation; Cardiology; Internal medicine; Quinidine; Implantable cardioverter-defibrillator; Fibrillation; Sudden cardiac death; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004807493,0.001036623,0.007045115,0.0005242838,0.0002421878,0.00002255984,0.0002505645,0.002128163,0.00002941617],"category_scores_gemma":[0.0005459154,0.0008729156,0.005679459,0.001464869,0.0002837121,0.00005892015,0.0001945307,0.002119796,0.002179462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362345,"about_ca_system_score_gemma":0.001086593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002653534,"about_ca_topic_score_gemma":1.775833e-7,"domain_scores_codex":[0.9946533,0.0007255228,0.001541223,0.001461237,0.000348015,0.001270701],"domain_scores_gemma":[0.996299,0.001212489,0.000501845,0.001433182,0.0002455635,0.0003079434],"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":[0.0002339745,0.00007307324,0.00002334219,0.01106677,0.006812746,0.002253745,0.00001050154,0.00004572782,0.000128875,0.0004286544,0.004784388,0.9741382],"study_design_scores_gemma":[0.0003866891,0.001161968,0.000254299,0.003161415,0.009520852,0.0007699002,0.00000373998,0.00008056482,0.000009365844,0.0004670643,0.9831588,0.001025369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003047055,0.9919899,0.00001419312,0.00003239311,0.00199895,0.002088349,0.0000733386,0.0005779106,0.0001779781],"genre_scores_gemma":[0.0001961494,0.9891759,0.00006191005,0.0001300891,0.005398859,0.0002720585,0.00335073,0.0003143351,0.00109995],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9783744,"threshold_uncertainty_score":0.9993722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04617814976229257,"score_gpt":0.3712521294140925,"score_spread":0.3250739796517999,"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."}}