{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000390126,0.000534227,0.000505503,0.0002048947,0.0001939513,0.0003996798,0.0008661196,0.0007422963,0.001991592],"category_scores_gemma":[0.002501078,0.0002699971,0.000295884,0.0001323752,0.0003119409,0.0003108676,0.0005653969,0.0003966348,0.0002813626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003942613,"about_ca_system_score_gemma":0.0005689305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689038,"about_ca_topic_score_gemma":0.001325614,"domain_scores_codex":[0.9998128,0.0000569165,0.00001482769,0.00003189339,0.00006139644,0.00002223905],"domain_scores_gemma":[0.9987714,0.0008492676,0.00009998986,0.0001363654,0.00009896339,0.00004400626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001989973,0.0001019627,0.001559264,0.00009075458,0.00003338903,0.0001329648,0.00009818227,0.9657875,0.0131923,0.001194273,0.000471316,0.01713903],"study_design_scores_gemma":[0.00002014545,0.00003555088,0.0001756197,0.000003629552,0.000004149806,0.00001855153,0.000004950079,0.9958643,0.003203333,0.0003637911,0.0003022424,0.0000037506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.353745,0.0001672385,0.6368761,0.0001361085,0.00005528939,0.0002352778,0.0003982488,0.004248602,0.004138037],"genre_scores_gemma":[0.8880631,0.00007051508,0.1103335,0.00004544502,0.00001100115,0.0002928765,0.0002950362,0.0001904176,0.0006980674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001991592,"threshold_uncertainty_score":0.006662548,"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."}}