{"id":"W7116698351","doi":"10.14412/2074-2711-2025-6-44-53","title":"Long-term treatment of generalised anxiety disorder with Aviandr: results of a 36-week post-registration observational study","year":2025,"lang":"","type":"article","venue":"Neurology neuropsychiatry Psychosomatics","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tolerability; Hamilton Anxiety Rating Scale; Anxiety; Rating scale; Depression (economics); Observational study; Hamilton Rating Scale for Depression; Generalized anxiety disorder; Amitriptyline","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.000468351,0.001771425,0.002238112,0.001749418,0.0004982969,0.0001090538,0.0012809,0.0009272621,0.0002795178],"category_scores_gemma":[0.00041718,0.001440509,0.0006575758,0.004422625,0.001197621,0.0003474727,0.0001599416,0.0008477201,0.00004730416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000848745,"about_ca_system_score_gemma":0.0008244563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003049269,"about_ca_topic_score_gemma":0.0008136556,"domain_scores_codex":[0.988431,0.001917258,0.004143064,0.003029381,0.001235518,0.001243762],"domain_scores_gemma":[0.9893751,0.001300484,0.003908752,0.003219042,0.001848931,0.0003476573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02971788,0.06554246,0.8711867,0.0007044889,0.00271683,0.00007084722,0.0039747,0.0001618278,0.0005680184,0.000517564,0.003091194,0.02174751],"study_design_scores_gemma":[0.03593472,0.03903839,0.9119973,0.0002551024,0.002266059,0.0001126168,0.0008007773,0.0001264066,0.0001425474,0.0004522203,0.008019084,0.0008547669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669031,0.004413323,0.001183854,0.005472902,0.00995189,0.005529861,0.001316932,0.0001670731,0.005061096],"genre_scores_gemma":[0.9757425,0.01740928,0.001231166,0.001728045,0.0005740077,0.000524598,0.0005343384,0.0002294106,0.002026631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04081063,"threshold_uncertainty_score":0.9995031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04972304007129777,"score_gpt":0.3407278625360348,"score_spread":0.291004822464737,"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."}}