{"id":"W2906536618","doi":"10.1016/j.jval.2018.09.1679","title":"PMH44 - CANADIAN ECONOMIC IMPACT OF IMPROVED WORKPLACE PRODUCTIVITY IN PATIENTS WITH MAJOR DEPRESSIVE DISORDER TREATED WITH VORTIOXETINE","year":2018,"lang":"en","type":"article","venue":"Value in Health","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Grey Nuns Community Hospital; Université de Montréal","funders":"","keywords":"Presenteeism; Vortioxetine; Absenteeism; Productivity; Major depressive disorder; Medicine; Mental health; Psychiatry; Psychology; Cognition; Physical therapy; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004543573,0.0001383427,0.0003261129,0.0005762695,0.0009592221,0.0008260963,0.0004142211,0.0002833477,0.003855743],"category_scores_gemma":[0.002630288,0.0000962934,0.0006943942,0.001404117,0.0001985407,0.0001875051,0.0003988822,0.0007077766,0.0001516745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009192495,"about_ca_system_score_gemma":0.01111944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8269989,"about_ca_topic_score_gemma":0.9014857,"domain_scores_codex":[0.9995066,0.0001016352,0.00002932835,0.00002024533,0.0001963371,0.000145807],"domain_scores_gemma":[0.9989503,0.0001009974,0.0002277922,0.00001447286,0.0003637718,0.000342667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01350218,0.0009501498,0.8852884,0.0004263575,0.001498537,0.0005625887,0.000274951,0.001514093,0.0006557131,0.0007639504,0.01404074,0.0805223],"study_design_scores_gemma":[0.0003139953,0.0002519765,0.9968131,0.00004234496,0.0001662005,0.00005963606,0.0002094488,0.0002543495,0.00005191697,0.00003431633,0.001790999,0.00001161189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736771,0.003891648,0.00003307875,0.002478017,0.0001690353,0.00007955639,0.006124379,0.000007103149,0.01354012],"genre_scores_gemma":[0.9958069,0.001082392,0.00006023514,0.0001864261,0.00004586461,0.00001705757,0.00169815,0.000001654222,0.001101322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1730011,"threshold_uncertainty_score":0.3480399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097330669079265,"score_gpt":0.2818942331976553,"score_spread":0.2709209265068626,"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."}}