{"id":"W4392177417","doi":"10.5114/psychs.2023.135565","title":"Depression in the elderly – the position of vortioxetine","year":2023,"lang":"en","type":"article","venue":"Psychiatria Spersonalizowana","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vortioxetine; Depression (economics); Position (finance); Psychology; Medicine; Psychiatry; Business; Economics; Major depressive disorder; Cognition","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":[0.001092639,0.00009402615,0.0001991486,0.0001193707,0.0001109475,0.000006351482,0.0001004607,0.00005753823,0.00005427063],"category_scores_gemma":[0.00004140293,0.00005062361,0.000147406,0.0007678964,0.00004367586,0.00002841643,0.00001478105,0.0002168979,0.00006900485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004450476,"about_ca_system_score_gemma":0.000161506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006509353,"about_ca_topic_score_gemma":0.0001584909,"domain_scores_codex":[0.9986528,0.0001564668,0.0003272571,0.0001706128,0.0004128962,0.0002799349],"domain_scores_gemma":[0.9993615,0.0001353003,0.00009398432,0.000286382,0.00003062328,0.00009220422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004180694,0.0008650078,0.6423526,0.002080587,0.00007943877,0.0001087081,0.01207942,0.00001654829,0.002490829,0.003747794,0.1811318,0.1508666],"study_design_scores_gemma":[0.003375076,0.0007667469,0.9645282,0.0002289463,0.0001052693,0.0001829104,0.004482965,0.0001842468,0.0001933114,0.0006724588,0.02516923,0.0001106164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562652,0.001173752,0.00001401476,0.03225438,0.0005447263,0.0008465078,0.00001759555,0.0000368982,0.008847006],"genre_scores_gemma":[0.996426,0.0003478631,0.00009732775,0.002422008,0.0004185311,0.0000356452,0.00005418411,0.00001234424,0.0001860248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3221756,"threshold_uncertainty_score":0.2064371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341578004678754,"score_gpt":0.3480496366052804,"score_spread":0.3246338565584929,"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."}}