{"id":"W2120987013","doi":"10.1017/s0033291707000530","title":"Inhibitory deficits for negative information in persons with major depressive disorder","year":2007,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Medical Research Council Canada","keywords":"Psychology; Cognition; Rumination; Major depressive disorder; Valence (chemistry); Cognitive inhibition; Distraction; Negative information; Clinical psychology; Developmental psychology; Cognitive psychology; Neuroscience","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":[0.0006982037,0.0003951486,0.0004758747,0.0007621644,0.0001718625,0.00001893689,0.0002836253,0.0003318198,0.0008927278],"category_scores_gemma":[0.00149965,0.0002529521,0.00007260047,0.001372995,0.0005023298,0.0003393529,0.00003695395,0.000450315,0.0001428466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008608771,"about_ca_system_score_gemma":0.00001046481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001265003,"about_ca_topic_score_gemma":0.00008936385,"domain_scores_codex":[0.9974397,0.0001133669,0.0006385163,0.0006684108,0.0004093501,0.0007306316],"domain_scores_gemma":[0.9972084,0.001480692,0.0003643955,0.0003550375,0.0003532916,0.0002382435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006747395,0.002151602,0.1874792,0.00009207023,0.0002289223,0.00007684626,0.01302812,0.00000786597,0.0001273142,0.00251999,0.02135585,0.7661849],"study_design_scores_gemma":[0.02325243,0.004523137,0.9084494,0.0003114058,0.0001529198,0.0000970699,0.0179802,0.00001418778,0.0001666023,0.004454489,0.03995224,0.0006459862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7538061,0.004375477,0.1411865,0.002407857,0.002218522,0.002785992,0.00008138166,0.0002630832,0.09287507],"genre_scores_gemma":[0.9938163,0.0003827417,0.001999108,0.002041304,0.0005257677,0.0006258478,0.0000848528,0.00003363982,0.0004904679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7655389,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363893717693317,"score_gpt":0.3645509641487912,"score_spread":0.3281615923794595,"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."}}