{"id":"W4414180432","doi":"10.1192/j.eurpsy.2025.2088","title":"Xerostomia Induced by Psychiatric Medications: Prevalence, Impact, and Management","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sapienza Università di Roma; University of Toronto; Facoltà di Medicina e Psicologiaa, Sapienza Università di Roma","keywords":"Adverse effect; Observational study; Dry mouth; Psychological intervention; Tricyclic; Anticholinergic; Psychotropic medication; Oral health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001856583,0.0001551625,0.0001482603,0.0002390866,0.0001685814,0.00002872198,0.0001048999,0.00003970153,0.0002192687],"category_scores_gemma":[0.00001244637,0.0001254979,0.00007965174,0.0005069498,0.00004285675,0.00005376791,0.00005692156,0.0001664839,0.0001083075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002065311,"about_ca_system_score_gemma":0.0000733108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008373519,"about_ca_topic_score_gemma":0.000002427035,"domain_scores_codex":[0.9990281,0.00006507326,0.0002548251,0.0003212066,0.0001406199,0.0001901371],"domain_scores_gemma":[0.9993578,0.00001545022,0.0000584665,0.0004007096,0.00002748698,0.0001401389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001213893,0.0003878082,0.3506749,0.0003673318,0.0002412314,0.000003060303,0.00007957174,2.557784e-7,0.00005428385,0.002990818,0.6382735,0.006805835],"study_design_scores_gemma":[0.00310743,0.0002491343,0.9219385,0.0003058199,0.0004956041,0.00002195585,0.0003455727,0.00002342262,0.00000196447,0.0008388537,0.07249498,0.0001767868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4204338,0.03009536,0.001009431,0.01175385,0.001973768,0.0008021249,0.00004316597,0.0002506526,0.5336378],"genre_scores_gemma":[0.970945,0.003747522,0.002798326,0.00649557,0.0003263514,0.000052709,0.00010176,0.00004689297,0.01548585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5712636,"threshold_uncertainty_score":0.5117657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006436555065616088,"score_gpt":0.2759253011328772,"score_spread":0.2694887460672611,"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."}}