{"id":"W3035423954","doi":"10.1017/s0029665120003365","title":"Salivary Biomarkers of Nutritional Status: a Systematic Review","year":2020,"lang":"en","type":"review","venue":"Proceedings of The Nutrition Society","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Saliva; MEDLINE; Malnutrition; Ferritin; Iron deficiency; Scopus; Internal medicine; Anemia; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003391967,0.0003361437,0.002928611,0.00006687259,0.00008576705,0.00001255273,0.0002581194,0.0002622243,0.00007179756],"category_scores_gemma":[0.0004011429,0.0002113937,0.0029687,0.001127593,0.0001787476,0.00008803861,0.0001033975,0.0003476279,0.000008319218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186643,"about_ca_system_score_gemma":0.0002502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004396294,"about_ca_topic_score_gemma":3.314961e-8,"domain_scores_codex":[0.9975665,0.00002894971,0.001279142,0.0003236042,0.0005883757,0.0002134056],"domain_scores_gemma":[0.9977323,0.0001470835,0.001256481,0.000194137,0.000539658,0.0001303217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001574178,0.0003663079,0.00002674103,0.915959,0.0008707603,2.424172e-7,0.00004793833,6.111639e-10,0.00001360915,0.0002283893,0.08192182,0.0005494278],"study_design_scores_gemma":[0.0006443641,0.00009265775,0.000004752584,0.7306197,0.009089646,0.00009550461,0.0003792396,0.00000176207,0.00001207229,0.0001595356,0.2587477,0.0001530494],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000330416,0.993302,0.000004746421,0.000726104,0.00009684074,0.004451708,0.0003872462,0.00004752642,0.0009805124],"genre_scores_gemma":[0.00001351482,0.9974772,0.0008957621,0.0005650435,0.0001354188,0.0006265316,0.0001711052,0.00004333927,0.00007207727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1853393,"threshold_uncertainty_score":0.8620384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343845532963354,"score_gpt":0.307464554616972,"score_spread":0.2730800013206366,"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."}}