{"id":"W2205166008","doi":"10.29173/bsuj281","title":"Rumination and Self-destructive Thoughts in People with Depression","year":2015,"lang":"en","type":"article","venue":"Behavioural Sciences Undergraduate Journal","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Rumination; Psychology; Feeling; Distress; Thought suppression; Depression (economics); Distraction; Clinical psychology; Psychotherapist; Social psychology; Cognition; Psychiatry; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008272079,0.0002500521,0.0002359938,0.0006360728,0.0004442761,0.000261629,0.0002908252,0.0001062108,0.00003257192],"category_scores_gemma":[0.0001000515,0.0001663842,0.00003867961,0.001632957,0.0002954426,0.001005609,0.0000727423,0.0003630221,0.00002027829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152319,"about_ca_system_score_gemma":0.0001870172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003739129,"about_ca_topic_score_gemma":0.0006106531,"domain_scores_codex":[0.9976333,0.0002827745,0.0003163391,0.0005347267,0.0007321492,0.0005007107],"domain_scores_gemma":[0.9987449,0.0001212992,0.0003488862,0.0001316032,0.0003072488,0.0003460873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041718,0.0004201031,0.9686155,0.000002648837,0.00001880942,0.00005010042,0.003117387,0.00001170807,0.0000178185,0.0002207985,0.0004846179,0.02693629],"study_design_scores_gemma":[0.00240815,0.0007222049,0.9774898,0.0000766845,0.00006590992,0.001529155,0.005030855,0.00006960474,0.0001413176,0.01174212,0.000440411,0.0002838022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908825,0.001580687,0.001211081,0.001013724,0.0009460595,0.0002459197,0.000003885837,0.00006025123,0.004055905],"genre_scores_gemma":[0.9948706,0.001246658,0.003282773,0.0000431627,0.0001796768,0.00002712664,0.000003143876,0.00001872806,0.0003281264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02665249,"threshold_uncertainty_score":0.678495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05615062587042213,"score_gpt":0.3411595998706423,"score_spread":0.2850089740002201,"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."}}