{"id":"W2092468514","doi":"10.3389/fnsys.2014.00200","title":"Working memory training improves emotional states of healthy individuals","year":2014,"lang":"en","type":"article","venue":"Frontiers in Systems Neuroscience","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"Research Institute of Science and Technology for Society; Core Research for Evolutional Science and Technology; Japan Society for the Promotion of Science","keywords":"Anger; Insula; Mood; Psychology; Depression (economics); Clinical psychology; Audiology; Medicine; Neuroscience","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":[0.0001357682,0.0004076195,0.0003053783,0.0002034945,0.0001668099,0.0001478194,0.0001452328,0.0002027873,0.001442703],"category_scores_gemma":[0.0002502698,0.00007727076,0.0001642387,0.00007534176,0.0001267085,0.0001280112,0.0002339352,0.0002355725,0.0001915914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007401439,"about_ca_system_score_gemma":0.00008070893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004208989,"about_ca_topic_score_gemma":0.0005885681,"domain_scores_codex":[0.9999648,0.00000472793,0.000003497196,0.000009619092,0.000004416408,0.00001295026],"domain_scores_gemma":[0.9999321,0.000007715516,0.0000157576,0.000007434147,0.000006250921,0.00003091179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01721399,0.0234065,0.03820468,0.0008297002,0.0005199334,0.0006514031,0.001038637,0.000697457,0.3660837,0.0002072468,0.001967884,0.5491788],"study_design_scores_gemma":[0.001475717,0.05579169,0.897747,0.0001396375,0.0005282392,0.000569991,0.0004535193,0.001480479,0.0366773,0.0008255769,0.004278149,0.00003270306],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985714,0.000600927,0.0001783827,0.00004189998,0.0000230053,0.00001527387,0.0000290791,0.00002302642,0.000516929],"genre_scores_gemma":[0.9981007,0.000425276,0.0004431746,0.0000527131,0.0000260709,0.00002637333,0.00006858085,0.000003602912,0.0008535439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001442703,"threshold_uncertainty_score":0.004826307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05646128220515877,"score_gpt":0.3017371880736837,"score_spread":0.2452759058685249,"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."}}