{"id":"W3195763186","doi":"10.1192/j.eurpsy.2021.915","title":"Effectiveness of vortioxetine in real-world clinical practice: Interim results from the relieve study","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vortioxetine; Medicine; Adverse effect; Patient Health Questionnaire; Quality of life (healthcare); Observational study; Discontinuation; Nausea; Major depressive disorder; Physical therapy; Internal medicine; Psychiatry; Mood; Depressive symptoms; Anxiety","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":[0.003332037,0.0001779627,0.0004212818,0.00005975896,0.00004125325,0.00001679055,0.0001833237,0.000039969,0.00003882004],"category_scores_gemma":[0.002760387,0.0001192288,0.0001414063,0.0003805868,0.00006543562,0.00007427995,0.0002141019,0.0005228221,0.0001004138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000398849,"about_ca_system_score_gemma":0.0001604293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000339551,"about_ca_topic_score_gemma":0.0004107878,"domain_scores_codex":[0.9935537,0.004322249,0.001005908,0.0005914568,0.0003615461,0.000165116],"domain_scores_gemma":[0.9962354,0.002044141,0.0003679904,0.001120261,0.0001451823,0.00008701283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009716458,0.007624526,0.9704099,0.00005502674,0.0002987096,0.0009580742,0.00123548,0.000004784006,0.0005780804,0.00006583607,0.005186893,0.003866192],"study_design_scores_gemma":[0.01117174,0.0009780233,0.9799086,0.001701688,0.0002831701,0.00001849771,0.002273769,0.000003828913,0.0002122276,0.00004972746,0.003297996,0.0001006692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488361,0.0009467441,0.00001035813,0.003124513,0.001581989,0.0006102612,0.00002683707,0.00005699313,0.04480623],"genre_scores_gemma":[0.9954379,0.0001082253,0.002902159,0.0003398885,0.0004982167,0.000006464968,0.00008371545,0.00004954193,0.0005738518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04660187,"threshold_uncertainty_score":0.486201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04460570079057639,"score_gpt":0.4069542553445901,"score_spread":0.3623485545540137,"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."}}