{"id":"W2266926010","doi":"10.1161/circep.115.003298","title":"Dynamic Clamp","year":2015,"lang":"en","type":"letter","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Clamp; Computer science; Computer graphics (images); Clamping","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"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001161483,0.000574332,0.001257389,0.0003362056,0.0001777742,0.00002373284,0.00008284383,0.001837391,0.0001182299],"category_scores_gemma":[0.00009414519,0.0005320763,0.0003394539,0.0002811212,0.0003425133,0.0000794092,0.00006163667,0.002724998,0.0002784127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819474,"about_ca_system_score_gemma":0.0004993506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009764605,"about_ca_topic_score_gemma":0.000001201998,"domain_scores_codex":[0.9971704,0.0002342164,0.0004677487,0.0009680641,0.0002948086,0.0008647803],"domain_scores_gemma":[0.9985176,0.0001160115,0.0002524761,0.0006539438,0.000283411,0.0001765848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006952342,0.00002850386,0.00005033617,0.0004599625,0.0007647668,0.005908718,0.0001058895,0.0001745191,0.0780786,0.0002962539,0.9029023,0.01053488],"study_design_scores_gemma":[0.00226611,0.00149008,0.008798782,0.0001179193,0.000756471,0.01462922,0.00001037838,0.003261374,0.0001406431,0.01333339,0.954048,0.001147637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3498012,0.005269858,0.0003480476,0.6383238,0.001210941,0.00135217,0.00004172741,0.0004841777,0.003168007],"genre_scores_gemma":[0.3862295,0.001021119,0.0004170116,0.5922286,0.0114505,0.0001390487,0.003909903,0.0002069891,0.004397293],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07793795,"threshold_uncertainty_score":0.9997131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152043361184963,"score_gpt":0.2552357347408494,"score_spread":0.2437153011289998,"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."}}