{"id":"W2143921558","doi":"10.1109/tbme.2005.857671","title":"Modeling Robust Oscillatory Behavior of the Hypothalamic-Pituitary-Adrenal Axis","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Robustness (evolution); Circadian rhythm; Nonlinear system; Context (archaeology); Endocrine system; Hypothalamic–pituitary–adrenal axis; Computer science; Hormone; Endocrinology; Internal medicine; Neuroscience; Biology; Physics; Medicine","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":[0.0001035655,0.0001658173,0.0001658675,0.0001865129,0.0001227945,0.00001196626,0.0002431026,0.00013095,0.0001043129],"category_scores_gemma":[0.00002585205,0.0001340512,0.0001746749,0.0004173318,0.0001212124,0.0001170518,0.000002876673,0.000421644,0.00003068673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008930839,"about_ca_system_score_gemma":0.00005631612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001197804,"about_ca_topic_score_gemma":0.000003632958,"domain_scores_codex":[0.9986396,0.00002229714,0.0003042423,0.0002847342,0.0004329508,0.0003161307],"domain_scores_gemma":[0.9993958,0.00008330119,0.00002984255,0.0003012357,0.00001609852,0.0001736563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005085211,0.0001353042,0.000003129874,0.00001300161,0.000005408682,0.000006153221,0.0001044644,0.6849764,0.3060958,0.0001539321,0.000007709994,0.008493631],"study_design_scores_gemma":[0.0003043777,0.00002771302,0.00008882328,0.00004958521,0.00002420258,0.00007314391,0.000009585137,0.5362856,0.4622449,0.000001745096,0.0007526356,0.0001376995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6498524,0.00005118312,0.3486543,0.0001975978,0.0008874066,0.0001478328,0.00004367805,0.0001023059,0.00006331316],"genre_scores_gemma":[0.998769,0.00003903589,0.0007833319,0.0001051709,0.0001300695,0.00003012449,3.699688e-7,0.00002909111,0.000113734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3489167,"threshold_uncertainty_score":0.546645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183886297267073,"score_gpt":0.2179214250057665,"score_spread":0.1960825620330957,"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."}}