{"id":"W1497290407","doi":"10.1002/9780470713853.ch11","title":"Psychological Treatment of Rumination","year":2003,"lang":"en","type":"other","venue":"","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rumination; Meditation; Desensitization (medicine); Psychology; Psychotherapist; Relaxation (psychology); Hypnosis; Systematic desensitization; Retraining; Clinical psychology; Cognition; Eye movement desensitization and reprocessing; Cognitive psychology; Medicine; Social psychology; Psychiatry; Anxiety; Alternative medicine; History; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003914481,0.0002074123,0.000214442,0.0004448192,0.0003569084,0.0004651262,0.0003328035,0.0003576572,0.009423106],"category_scores_gemma":[0.001029992,0.00005226134,0.0002936972,0.000383427,0.0002782819,0.0003090521,0.000466938,0.001083652,0.001063882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904923,"about_ca_system_score_gemma":0.0003609913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003494108,"about_ca_topic_score_gemma":0.0007036569,"domain_scores_codex":[0.9998108,0.00009058208,0.00001228255,0.00001303481,0.00005212387,0.00002127234],"domain_scores_gemma":[0.9998026,0.0001073567,0.0000254217,0.00002745597,0.00001658363,0.00002055536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002166359,0.001039943,0.0008466055,0.0008869933,0.00004424557,0.0003493998,0.0009078594,0.00005380525,0.002757995,0.006778986,0.0260712,0.9600464],"study_design_scores_gemma":[0.0008693839,0.002119682,0.05705746,0.003434005,0.0003416646,0.0154911,0.004281514,0.0006265169,0.01562416,0.0194344,0.8806841,0.00003598015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1372424,0.2163908,0.01822374,0.02031439,0.003397515,0.0007342715,0.0005983363,0.0006602443,0.6024383],"genre_scores_gemma":[0.6440188,0.1628178,0.01885577,0.0119773,0.002565478,0.0008974178,0.0005748222,0.0001476371,0.158145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009423106,"threshold_uncertainty_score":0.03152341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06181084706812262,"score_gpt":0.397050169210449,"score_spread":0.3352393221423264,"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."}}