{"id":"W1603991683","doi":"10.1002/cphy.c130047","title":"Thermoregulatory Modeling for Cold Stress","year":2014,"lang":"en","type":"review","venue":"Comprehensive physiology","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Cold stress; Shivering; Hypothermia; Heat stress; Vasomotor; Computer science; Physiology; Chemistry; Biology; Geology; Atmospheric sciences","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007011968,0.0005635491,0.003219213,0.000149921,0.0001124901,0.00001025556,0.0002576345,0.0005647047,0.0001430044],"category_scores_gemma":[0.0001246351,0.0003895631,0.00113482,0.0001332747,0.000199758,0.00001947617,0.0001195262,0.0003597715,0.0001098744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006955537,"about_ca_system_score_gemma":0.0002141416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002151719,"about_ca_topic_score_gemma":2.324912e-7,"domain_scores_codex":[0.9977551,0.0003599789,0.0006195061,0.0007005434,0.0001322761,0.0004326561],"domain_scores_gemma":[0.9972513,0.001185096,0.0003208279,0.000731417,0.0003260579,0.0001852838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001222507,0.0002382428,2.129884e-7,0.03823465,0.0008850175,0.000006227301,0.00004246348,0.0004876343,0.009790773,0.004824658,0.001641126,0.9426265],"study_design_scores_gemma":[0.0006393783,0.0003726108,0.000208307,0.004046371,0.0007378416,0.00001632269,0.00001164811,0.002947635,0.00001792394,0.0005073837,0.9900823,0.0004122829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001927001,0.9947228,0.0007741034,0.0000168172,0.0003295671,0.001896507,0.0001312653,0.0001356976,0.00006622545],"genre_scores_gemma":[0.003438176,0.9926825,0.0002773981,0.0008128493,0.0009554789,0.0004393285,0.0007818783,0.0001170986,0.0004952802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884412,"threshold_uncertainty_score":0.9998556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1643458855482297,"score_gpt":0.4073500176529218,"score_spread":0.2430041321046921,"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."}}