{"id":"W2039600360","doi":"10.1016/j.brat.2004.06.015","title":"Ruminative coping and post-event processing in social anxiety","year":2004,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":211,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; York University","funders":"","keywords":"Psychology; Social anxiety; Anxiety; Stressor; Rumination; Counterfactual thinking; Cognition; Social inhibition; Coping (psychology); Social stress; Distraction; Developmental psychology; Clinical psychology; Social psychology; Cognitive psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007604526,0.0002012746,0.0002208942,0.0005706776,0.0005221897,0.0001304475,0.0001522508,0.0001646545,0.0001299463],"category_scores_gemma":[0.00007024543,0.0001744948,0.00003581934,0.0009069213,0.0004193026,0.0002216679,0.00008284352,0.0005026702,0.00001756108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041288,"about_ca_system_score_gemma":0.0001107838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005231096,"about_ca_topic_score_gemma":0.00005441841,"domain_scores_codex":[0.9979248,0.0002211195,0.0002149495,0.0005937962,0.0004189964,0.0006263255],"domain_scores_gemma":[0.9991294,0.00008713331,0.00007248862,0.0001280408,0.0004315623,0.0001514137],"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":[0.0005065692,0.001140906,0.3548675,0.00002187334,0.00002539201,0.00003706648,0.01119851,8.429559e-8,0.0006323102,0.0007776757,0.0001651966,0.6306269],"study_design_scores_gemma":[0.005272745,0.0008396997,0.9744268,0.00009148566,0.000006721866,0.00003349702,0.006724041,7.94444e-7,0.00107306,0.008081528,0.003203754,0.0002458559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765114,0.01986349,0.0001504837,0.001126461,0.00009061024,0.0006520954,0.00002615555,0.00003966502,0.001539643],"genre_scores_gemma":[0.9778312,0.0210564,0.0001317988,0.0001199642,0.0001635558,0.0002500718,0.000017596,0.00003527273,0.0003941412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.630381,"threshold_uncertainty_score":0.7115691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216917851541743,"score_gpt":0.4640969980930767,"score_spread":0.3424052129389024,"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."}}