{"id":"W2128460805","doi":"10.1023/a:1005587311498","title":"Worry and Rumination: Repetitive Thought as a Concomitant and Predictor of Negative Mood","year":2000,"lang":"en","type":"article","venue":"Cognitive Therapy and Research","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":597,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rumination; Worry; Psychology; Anxiety; Depression (economics); Mood; Clinical psychology; Quality of Life Research; Depressive mood; Depressed mood; Depressive symptoms; Cognition; Psychiatry; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009290316,0.0002486328,0.0003479322,0.000437128,0.0003706424,0.00006742837,0.0001175178,0.00019776,0.002573744],"category_scores_gemma":[0.0006476011,0.0001960895,0.00004331244,0.0008719251,0.001932421,0.0002179843,0.00008002211,0.0004508255,0.00004750626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002563408,"about_ca_system_score_gemma":0.00007313396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009923207,"about_ca_topic_score_gemma":0.00000963503,"domain_scores_codex":[0.9972311,0.0008530984,0.0002796902,0.0007459924,0.0004539639,0.0004362071],"domain_scores_gemma":[0.9955173,0.002947447,0.0001033123,0.0001760997,0.00104402,0.0002118144],"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":[0.005632238,0.0007053117,0.04907559,0.00005153377,0.0005383127,0.00003944428,0.01818934,1.693303e-8,0.0003296067,0.002112135,0.0004043147,0.9229221],"study_design_scores_gemma":[0.01612794,0.005404499,0.8804078,0.0007310034,0.0001010914,0.0001594685,0.03878732,0.00001471347,0.01416423,0.02817245,0.01534068,0.0005888296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852932,0.0286012,0.00005452477,0.0003996567,0.00009383554,0.0009212715,0.0001698339,0.00003216838,0.08443427],"genre_scores_gemma":[0.8616768,0.1310157,0.00007651832,0.0001208203,0.0001716265,0.0002172736,0.00001624419,0.00003009532,0.006674942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9223333,"threshold_uncertainty_score":0.998338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08408465660958508,"score_gpt":0.4171688594999233,"score_spread":0.3330842028903382,"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."}}