{"id":"W4383426325","doi":"10.1016/b978-0-12-820947-9.00012-x","title":"Modeling and simulation of biomedical systems","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Context (archaeology); Noise (video); Software; Electronic engineering; Power consumption; Power (physics); Engineering; Artificial intelligence","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":[0.0002100545,0.0001705663,0.000572084,0.0002599026,0.0000338327,0.000009964042,0.0000411455,0.0002691218,0.000007380999],"category_scores_gemma":[0.00003487175,0.0001443457,0.0001396581,0.00001617106,0.00006630352,0.000009062695,0.00004107235,0.000230329,0.00002194286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002836729,"about_ca_system_score_gemma":0.00004898415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003129259,"about_ca_topic_score_gemma":8.643074e-7,"domain_scores_codex":[0.9988747,0.00000936282,0.0004104546,0.0002373359,0.0003526988,0.0001155128],"domain_scores_gemma":[0.9993521,0.00006369723,0.0001100424,0.0002453591,0.0001141702,0.0001146063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002100195,0.00000750602,0.0000328411,0.001079735,0.0004312312,0.00004579812,0.0001414918,0.005385589,0.00009720877,0.0003184949,0.000007942567,0.9924312],"study_design_scores_gemma":[0.0005354522,0.0001432565,0.000006645751,0.005143548,0.00132933,0.00001548016,0.00004526641,0.8902847,0.000007924737,0.0009745287,0.1012412,0.0002727137],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002740551,0.002475859,0.0004508199,0.00005182146,0.0006041192,0.00040669,0.00002821636,0.0001520748,0.9930899],"genre_scores_gemma":[0.1420792,0.0001441525,0.00008910229,0.000009117009,0.0005759851,0.000004790686,0.00003286613,0.00005293813,0.8570119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9921585,"threshold_uncertainty_score":0.5886246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672691914749102,"score_gpt":0.2930504777113089,"score_spread":0.2563235585638178,"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."}}