{"id":"W2071093235","doi":"10.1093/europace/eus271","title":"Fully automated initiation of simulated episodes of atrial arrhythmias","year":2012,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Reentry; Repolarization; Cardiology; Atrial fibrillation; Internal medicine; Biomedical engineering; Electrophysiology","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":[0.0002272908,0.0001158527,0.0003812702,0.00009704832,0.0000291013,0.000001574202,0.00003269131,0.00009863666,0.0001016783],"category_scores_gemma":[0.0004486022,0.0001022226,0.0001953752,0.000271637,0.00009259308,0.00008361571,0.00002575435,0.0001464392,0.00005938563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002009038,"about_ca_system_score_gemma":0.00005869103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001153603,"about_ca_topic_score_gemma":2.828631e-7,"domain_scores_codex":[0.999016,0.0001609389,0.0003063581,0.0001203929,0.0001564811,0.0002398057],"domain_scores_gemma":[0.9991667,0.0001748116,0.0001993414,0.0002282542,0.0001494209,0.00008145693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004270294,0.0003705339,0.02495838,0.0005280022,0.0006959512,0.0002430212,0.001909867,0.004455429,0.9530246,0.001708384,0.003835898,0.00399959],"study_design_scores_gemma":[0.01015028,0.002753484,0.4862814,0.0003540041,0.001132211,0.00104162,0.0001682767,0.01282616,0.4772234,0.0002168508,0.007265057,0.00058725],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959367,0.001138239,0.0000858782,0.0001689458,0.0003100023,0.0002016063,0.00001205575,0.000148489,0.001998117],"genre_scores_gemma":[0.998684,0.00007540705,0.0002638459,0.00007253966,0.0006270397,8.303721e-7,0.00003613289,0.00002068925,0.0002194723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4758012,"threshold_uncertainty_score":0.4168515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509771164123874,"score_gpt":0.2866969839914707,"score_spread":0.271599272350232,"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."}}