{"id":"W4416808757","doi":"10.1111/psyp.70196","title":"Blunted P300 Prospectively Bridges Cognitive Reappraisal and Depressive Symptoms","year":2025,"lang":"en","type":"article","venue":"Psychophysiology","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Alberta Innovates; Killam Trusts; University of Alberta","keywords":"Cognitive reappraisal; Cognition; Cognitive vulnerability; Moderation; Context (archaeology); Mediation; Oddball paradigm; Depression (economics); Depressive symptoms","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000158914,0.00061385,0.0007353938,0.0007979543,0.0003445967,0.0000655551,0.0004048572,0.0004675749,0.0005158728],"category_scores_gemma":[0.0007867408,0.0005590681,0.0001614463,0.001389045,0.0008446914,0.0002108654,0.0002116353,0.0005380794,0.0003945704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004628275,"about_ca_system_score_gemma":0.0000792763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001960884,"about_ca_topic_score_gemma":0.0000146446,"domain_scores_codex":[0.9962363,0.0004113025,0.0005257869,0.001783629,0.0002134901,0.0008294398],"domain_scores_gemma":[0.9969281,0.001284235,0.0003581349,0.0005606283,0.0006707703,0.0001981656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004932296,0.003007402,0.4787899,0.0001672361,0.003433696,0.0000778121,0.00307754,0.000002471536,0.01521301,0.00931491,0.02369917,0.4582846],"study_design_scores_gemma":[0.00616554,0.0007238081,0.9616122,0.0001980419,0.0003236686,0.00004850121,0.001058709,0.00002441796,0.00311794,0.01058531,0.01550544,0.0006363822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855468,0.01181812,0.00458595,0.0007490736,0.004787139,0.001478632,0.0002603907,0.0004467639,0.09032709],"genre_scores_gemma":[0.9888712,0.003881427,0.0001028358,0.001373585,0.0004921925,0.0009526669,0.0001057327,0.00007021328,0.00415019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4828224,"threshold_uncertainty_score":0.9996861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326579977706691,"score_gpt":0.35191996155792,"score_spread":0.3386541617808531,"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."}}