{"id":"W2945905663","doi":"10.1017/s1092852919000853","title":"Canadian economic impact of improved workplace productivity in patients with major depressive disorder treated with vortioxetine","year":2019,"lang":"en","type":"article","venue":"CNS Spectrums","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grey Nuns Community Hospital; Université de Montréal","funders":"Lundbeck Canada; H. Lundbeck A/S","keywords":"Presenteeism; Vortioxetine; Absenteeism; Productivity; Major depressive disorder; Medicine; Psychiatry; Psychology; Cognition; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002714246,0.0002767209,0.0005009681,0.0002758671,0.0002382847,0.000008502668,0.0001610892,0.0001710283,0.0009018956],"category_scores_gemma":[0.00003911076,0.0001939752,0.00004882894,0.0003665467,0.0000508653,0.0002417771,0.00003513674,0.0006095671,0.0001667597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927482,"about_ca_system_score_gemma":0.002481647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3763727,"about_ca_topic_score_gemma":0.5968121,"domain_scores_codex":[0.9976834,0.0002049242,0.0004533945,0.0005068739,0.0001245421,0.001026882],"domain_scores_gemma":[0.9984471,0.0001324592,0.0003766081,0.0005605716,0.00008771237,0.000395573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001533201,0.00007633556,0.9965423,0.0001224822,0.00004894088,0.000002738538,0.0004344487,0.0006537371,0.00001781186,0.00005271203,0.000159153,0.0003561006],"study_design_scores_gemma":[0.005139088,0.0006834969,0.9928958,0.0002801134,0.00002290212,6.821924e-7,0.0001541653,0.0002741616,0.00005589623,0.00003420816,0.000213197,0.0002462924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919309,0.00004418092,0.000007070166,0.0006199619,0.0001436358,0.002877853,0.00006156357,0.00003870844,0.004276136],"genre_scores_gemma":[0.9977362,0.000005673434,0.00007515495,0.00008000168,0.00008353218,0.0001099312,0.0000752382,0.00005910387,0.001775211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204394,"threshold_uncertainty_score":0.9875125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004592810356087903,"score_gpt":0.2721630930547964,"score_spread":0.2675702826987085,"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."}}