{"id":"W2803792247","doi":"10.1103/physreve.97.052407","title":"Mechanical perturbation control of cardiac alternans","year":2018,"lang":"en","type":"article","venue":"Physical review. E","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; American University of Sharjah","keywords":"Perturbation (astronomy); Cardiac cell; Beat (acoustics); Physics; Cardiac muscle; Mechanics; Control theory (sociology); Biomedical engineering; Computer science; Internal medicine; Anatomy; Engineering; Biology; Artificial intelligence; Acoustics; Medicine; Control (management)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001216835,0.0001014122,0.0006247901,0.00001510772,0.000028105,0.000001405361,0.00004562929,0.00003171752,0.00005689082],"category_scores_gemma":[0.0002385777,0.0000732213,0.0003896605,0.0001167677,0.0001055319,0.0000314071,0.00001673404,0.0001349653,0.000179918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001826175,"about_ca_system_score_gemma":0.0000392813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003810327,"about_ca_topic_score_gemma":1.420646e-7,"domain_scores_codex":[0.9992227,0.00008932651,0.0001847003,0.000180971,0.0001619146,0.0001603934],"domain_scores_gemma":[0.9993292,0.0001083498,0.00007745253,0.0002645527,0.0001420926,0.00007836689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004476844,0.0003809478,0.000291018,0.001088759,0.0004534323,0.0000154792,0.00009797909,7.29431e-7,0.8621897,0.06326638,0.007367217,0.06440075],"study_design_scores_gemma":[0.005187533,0.01063334,0.03248254,0.007269449,0.006164283,0.0001871559,0.00002074835,0.006078144,0.692819,0.0663394,0.1715992,0.001219193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701028,0.01610073,0.001190305,0.003971835,0.0003848699,0.0009669581,0.00002398099,0.00006483255,0.007193636],"genre_scores_gemma":[0.9928966,0.003609452,0.00005185606,0.001762201,0.001506795,0.00002546855,0.00001095967,0.00001079576,0.0001259177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693706,"threshold_uncertainty_score":0.2985878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059830054976637,"score_gpt":0.3172648551066753,"score_spread":0.306666554556909,"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."}}