{"id":"W4392756788","doi":"10.1111/jop.13526","title":"Salivary and serum biomarkers to evaluate psychological disorders in burning mouth syndrome: A systematic review and meta‐analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Oral Pathology and Medicine","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Southwest Medical University","keywords":"Burning mouth syndrome; Saliva; Medicine; Meta-analysis; Anxiety; Cochrane Library; Internal medicine; Biomarker; Physiology; Clinical psychology; Gastroenterology; Psychiatry; 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":[0.002821499,0.0004543377,0.007842232,0.001329664,0.00005787781,0.00001364188,0.0000929707,0.0002979827,0.0001326159],"category_scores_gemma":[0.00058547,0.0002204811,0.0006435133,0.001186391,0.0002373551,0.00005722907,0.00007671217,0.0007541355,0.000004343272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002579727,"about_ca_system_score_gemma":0.00005823131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000147082,"about_ca_topic_score_gemma":0.00002419545,"domain_scores_codex":[0.9969155,0.0006136011,0.00150463,0.0004450185,0.0002621777,0.0002590669],"domain_scores_gemma":[0.9985283,0.000254133,0.0005393772,0.0002478935,0.00007460028,0.0003557099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001315241,0.0001986247,0.0003567043,0.8616827,0.1113719,0.005428948,0.0004026943,5.816541e-7,5.848432e-7,0.00004739765,0.001811885,0.01856652],"study_design_scores_gemma":[0.0009143513,0.001489268,0.0008323168,0.07689906,0.8865859,0.02856123,0.0002110298,0.000003263691,2.324317e-9,0.000190777,0.004102374,0.0002104315],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000457541,0.9914882,0.00005053795,0.006462906,0.0001580285,0.001256444,0.00002018829,0.00001221778,0.00009389278],"genre_scores_gemma":[0.001665741,0.9960194,0.0002218579,0.001769121,0.00003265052,0.0000619497,0.0000178813,0.00002521903,0.0001861512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7847836,"threshold_uncertainty_score":0.899096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09581395564193289,"score_gpt":0.4276822254416901,"score_spread":0.3318682697997572,"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."}}