{"id":"W2748108457","doi":"10.11159/ffhmt17.174","title":"Reduced Modeling Framework of Circulatory System Revisited","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Circulatory system; Cardiology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003907123,0.0001418919,0.0003660237,0.00007174848,0.000121004,0.00006520008,0.0003395042,0.0001305164,0.00007606358],"category_scores_gemma":[0.0001687365,0.0001041167,0.0001443995,0.00003345516,0.0001214637,0.0001426314,0.00004019948,0.0002328243,0.000002903135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005954938,"about_ca_system_score_gemma":0.0001019599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003160272,"about_ca_topic_score_gemma":3.739359e-7,"domain_scores_codex":[0.9988956,0.000006955835,0.0003944762,0.0002591113,0.0003070111,0.0001368164],"domain_scores_gemma":[0.9991122,0.00003121746,0.00004541408,0.0002157323,0.0005180933,0.0000773486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001908951,0.00004754357,0.001208923,0.000377591,0.0001122473,3.81628e-7,0.0002815276,0.00001947685,0.8632569,0.1338629,0.00001476075,0.0006269119],"study_design_scores_gemma":[0.00261703,0.0002293874,0.004967912,0.006561721,0.0003048585,0.00002471848,0.0007029349,0.7127301,0.2652224,0.005994561,0.0003219381,0.0003224717],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749657,0.00005132703,0.001145263,0.004726702,0.0002884186,0.0003947839,0.00003003282,0.00002514393,0.01837262],"genre_scores_gemma":[0.9991174,0.00006391179,0.0004381999,0.0001138898,0.0001167799,0.00001496555,0.000002149506,0.00001199296,0.0001206562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7127106,"threshold_uncertainty_score":0.4245756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681274728862484,"score_gpt":0.2735837467884523,"score_spread":0.2367709994998274,"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."}}