{"id":"W2123087413","doi":"10.1016/j.hrthm.2007.03.038","title":"The heart on a chip: The role of realistic mathematical models of cardiac electrical activity in understanding and treating cardiac arrhythmias","year":2007,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"Canadian Institutes of Health Research; Heart And Stroke Foundation Of Quebec; Mitacs","keywords":"Medicine; Cardiology; Internal medicine","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":[],"category_scores_codex":[0.001122788,0.0004198111,0.001651011,0.0002207173,0.0002332978,0.00001858317,0.00006883322,0.0007138549,0.000005525728],"category_scores_gemma":[0.0002947426,0.0002598431,0.000616276,0.0004032087,0.0005407972,0.00004687583,0.00006910375,0.002560425,0.000005113593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002851709,"about_ca_system_score_gemma":0.0002265602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268794,"about_ca_topic_score_gemma":0.000005526014,"domain_scores_codex":[0.996888,0.0006111916,0.0006166105,0.0005040623,0.0006259007,0.000754275],"domain_scores_gemma":[0.9950957,0.003743141,0.0002350716,0.0007644459,0.00007422622,0.00008736399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01825518,0.001443259,0.003323161,0.008023105,0.00966929,0.007341369,0.0105744,0.002017533,0.04717056,0.1867502,0.653122,0.0523099],"study_design_scores_gemma":[0.009210188,0.0136733,0.03098842,0.01409893,0.007813116,0.03922167,0.003536805,0.04915905,0.05626525,0.452051,0.3171139,0.006868411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7122375,0.01545328,0.0004398728,0.2520846,0.0006991143,0.004762569,0.0002223282,0.0001445296,0.01395615],"genre_scores_gemma":[0.9840434,0.000788353,0.0001287742,0.01224367,0.00235964,0.00008771208,0.00003311537,0.00009151093,0.0002238547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3360081,"threshold_uncertainty_score":0.9999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559555132283637,"score_gpt":0.2740367469669653,"score_spread":0.2484411956441289,"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."}}