{"id":"W2757316287","doi":"10.1016/j.jpsychires.2017.09.025","title":"Sex differences in the mediators of functional disability in Major Depressive Disorder","year":2017,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Treatment of Major Depression","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Brain and Cognition Discovery Foundation; University Health Network","funders":"","keywords":"Psychopathology; Major depressive disorder; Psychology; Anxiety; Depression (economics); Mediation; Clinical psychology; Cognition; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002828492,0.0001067791,0.0003844783,0.0004051374,0.0001773505,0.00004198684,0.0005632312,0.00009952739,0.0001317616],"category_scores_gemma":[0.001443121,0.00005565908,0.0001413148,0.0003330399,0.0003867048,0.0001593684,0.00009708672,0.0009156411,0.000004081735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009800554,"about_ca_system_score_gemma":0.0002509438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003944603,"about_ca_topic_score_gemma":0.0003660019,"domain_scores_codex":[0.996728,0.0005133731,0.0006101597,0.0001783531,0.001696791,0.0002732952],"domain_scores_gemma":[0.9978234,0.0008799626,0.000413935,0.0005659977,0.0002142466,0.0001024438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008458939,0.001282587,0.9904653,0.00007148115,0.00003608696,0.00005066768,0.0004249939,0.000003168608,0.0001023503,0.00007179219,0.001197996,0.005447712],"study_design_scores_gemma":[0.004695576,0.0005599766,0.9902493,0.0001096543,0.00003354341,0.00004245589,0.0009354618,0.00002861184,0.00007324286,0.003159364,0.0000684115,0.00004439175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878607,0.001555758,0.0000182337,0.008770054,0.000286871,0.0003461782,0.000003327247,0.000001687702,0.001157215],"genre_scores_gemma":[0.99898,0.0003327235,0.0001954517,0.00001294745,0.0003536283,0.0000146113,0.000001135303,0.000008286493,0.0001012227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111932,"threshold_uncertainty_score":0.3978056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07387335148361268,"score_gpt":0.4048728794508321,"score_spread":0.3309995279672194,"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."}}