{"id":"W2135598038","doi":"10.1017/s0033291711002418","title":"Emotion modulates cognitive flexibility in patients with major depression","year":2011,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Cambridge Trust; Cambridge Commonwealth Trust; Wellcome Trust","keywords":"Cognition; Psychology; Cognitive flexibility; Task (project management); Cognitive psychology; Flexibility (engineering); Depression (economics); Executive functions; Elementary cognitive task; Attentional control; Task switching; Major depressive disorder; Effects of sleep deprivation on cognitive performance; Developmental psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002811001,0.0003469528,0.0002964866,0.000287321,0.0001884863,0.0004292762,0.0001218207,0.0002645242,0.001067599],"category_scores_gemma":[0.00237397,0.0001054619,0.0001472806,0.0002285673,0.0002243396,0.0001403482,0.0002311901,0.0003212224,0.0001705985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791979,"about_ca_system_score_gemma":0.00007524325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009445574,"about_ca_topic_score_gemma":0.001383392,"domain_scores_codex":[0.9998698,0.00003919027,0.00001714665,0.0000208566,0.00002892252,0.00002398346],"domain_scores_gemma":[0.9994782,0.0001315519,0.0002293711,0.00002921279,0.0000518373,0.00007994313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001720457,0.0003780179,0.9681953,0.00007168845,0.0001495818,0.0005565131,0.0008728569,0.0001472935,0.007275532,0.00003691289,0.0002922146,0.0203035],"study_design_scores_gemma":[0.00002267511,0.0002780098,0.9987873,0.000006359109,0.00002538247,0.0003702037,0.0001271823,0.00009389038,0.0001699177,0.00003956895,0.0000764519,0.000003024821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999283,0.0001369612,0.00003454645,0.00003361782,0.000003374426,0.000006565476,0.00003537571,0.000003052328,0.0004634786],"genre_scores_gemma":[0.999788,0.00005634806,0.00003564404,0.00001665949,0.000002486366,0.000003116027,0.0000461829,6.31718e-7,0.00005090284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001067599,"threshold_uncertainty_score":0.00357151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0799040656663802,"score_gpt":0.3620207588031623,"score_spread":0.2821166931367821,"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."}}