{"id":"W4366235789","doi":"10.1017/s1092852923002249","title":"Clinical benefits of vortioxetine 20 mg/day in patients with major depressive disorder","year":2023,"lang":"en","type":"article","venue":"CNS Spectrums","topic":"Treatment of Major Depression","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"H. Lundbeck A/S; Takeda Pharmaceutical Company","keywords":"Vortioxetine; Major depressive disorder; Medicine; Psychiatry; Depression (economics); Mood","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008400325,0.000369456,0.00119311,0.0002745091,0.0001288778,0.0002787314,0.0001622357,0.0002486854,0.0007282458],"category_scores_gemma":[0.001511769,0.0001831199,0.0007544779,0.0002670018,0.0001403023,0.000187954,0.0001518467,0.0003850778,0.00008292757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633016,"about_ca_system_score_gemma":0.0003223179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005232203,"about_ca_topic_score_gemma":0.002040195,"domain_scores_codex":[0.9996083,0.000235451,0.00004992274,0.00003658907,0.00004092146,0.00002882553],"domain_scores_gemma":[0.9993398,0.0002382063,0.0002465105,0.00002059569,0.00003924772,0.0001157621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5228022,0.005909045,0.07782257,0.003950339,0.01318556,0.0004643519,0.0001649848,0.00198289,0.04118133,0.000113112,0.002859405,0.3295641],"study_design_scores_gemma":[0.09622511,0.2175554,0.6677592,0.0003759702,0.007662795,0.0006210405,0.0001532153,0.001883744,0.0036442,0.0002210833,0.003840851,0.00005729447],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714606,0.02707586,0.000146523,0.0002748194,0.00008976266,0.00007957182,0.0002129004,0.00002729393,0.0006326687],"genre_scores_gemma":[0.9950713,0.004031868,0.0002515565,0.0001982849,0.0000841268,0.00004252338,0.0001802042,0.000001586408,0.00013852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00119311,"threshold_uncertainty_score":0.004442573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429876808523715,"score_gpt":0.286724021146192,"score_spread":0.2724252530609548,"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."}}