{"id":"W1781131011","doi":"10.1002/da.22063","title":"COGNITIVE DEFICITS AND FUNCTIONAL OUTCOMES IN MAJOR DEPRESSIVE DISORDER: DETERMINANTS, SUBSTRATES, AND TREATMENT INTERVENTIONS","year":2013,"lang":"en","type":"review","venue":"Depression and Anxiety","topic":"Treatment of Major Depression","field":"Medicine","cited_by":772,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; University Health Network","funders":"","keywords":"Major depressive disorder; Cognition; Neurocognitive; Psychosocial; Psychology; Clinical psychology; Psychological intervention; Effects of sleep deprivation on cognitive performance; Executive functions; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109012,0.0007476435,0.002112759,0.002725438,0.0001944112,0.0008712652,0.0008834701,0.0008173811,0.002121272],"category_scores_gemma":[0.00278431,0.000317121,0.0012788,0.002642327,0.0003194076,0.0006078856,0.0004317926,0.0008085631,0.0002990698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008117932,"about_ca_system_score_gemma":0.00199021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003772742,"about_ca_topic_score_gemma":0.0064391,"domain_scores_codex":[0.9996718,0.0001000497,0.00008621572,0.00004757553,0.00007115901,0.00002330315],"domain_scores_gemma":[0.9989956,0.0006540426,0.0002088421,0.00001435778,0.00009861522,0.00002848669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001813772,0.00008869005,0.001220118,0.1517269,0.00113027,0.0001144232,0.00008668894,0.000293346,0.0002813954,0.001136844,0.00562574,0.8381142],"study_design_scores_gemma":[0.0004885652,0.0009041798,0.04959708,0.4255043,0.02042405,0.00390311,0.0007304827,0.0008915951,0.001106439,0.006050713,0.4902759,0.0001235783],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001168441,0.9996582,0.00001664862,0.00006123224,0.00001335749,0.000004668971,0.00001167441,0.000001200861,0.0001161871],"genre_scores_gemma":[0.001694473,0.9980842,0.00007884794,0.00004167809,0.0000246661,0.00001253437,0.00002007904,3.438149e-7,0.00004330279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003772742,"threshold_uncertainty_score":0.007501543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05814221104015169,"score_gpt":0.3491437670788469,"score_spread":0.2910015560386952,"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."}}