{"id":"W7054562238","doi":"","title":"Acceptance and Commitment Therapy for Depression after Psychosis: autobiographical memory specificity and rumination as candidate mechanisms of change:
\\n and Clinical research portfolio","year":2019,"lang":"en","type":"dissertation","venue":"Enlighten: Theses (The University of Glasgow)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rumination; Autobiographical memory; Context (archaeology); Schizophrenia (object-oriented programming); Mindfulness; Beck Depression Inventory; Recall; Depression (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005042396,0.000186164,0.0003421379,0.0002109124,0.0001739334,0.00002196394,0.0002248556,0.0002734333,0.00004932651],"category_scores_gemma":[0.0000128173,0.0001540578,0.00009946705,0.0001718872,0.0002118528,0.000115318,0.00004925711,0.0002717398,0.000002721097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002373189,"about_ca_system_score_gemma":0.00002085756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002043157,"about_ca_topic_score_gemma":0.000270619,"domain_scores_codex":[0.9989485,0.000103184,0.0002255657,0.000328441,0.0002173541,0.0001769886],"domain_scores_gemma":[0.998991,0.0003282219,0.0001300355,0.0003217722,0.0001485883,0.00008042056],"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":[0.02564886,0.003796831,0.08041603,0.008174251,0.006322412,0.00005971798,0.07008291,0.00005994812,0.05865703,0.05509824,0.0491583,0.6425254],"study_design_scores_gemma":[0.006970382,0.001759908,0.8556442,0.00200399,0.000847128,0.00001431558,0.02680099,0.008602762,0.04540806,0.0159551,0.0344849,0.001508223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934552,0.002489592,0.0007487752,0.0002117453,0.0001505665,0.001443025,0.000112251,0.00003656515,0.001352304],"genre_scores_gemma":[0.9834759,0.01484978,0.0004697355,0.00001761848,0.00004382793,0.00002349182,0.00009779305,0.00002545514,0.0009963543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7752282,"threshold_uncertainty_score":0.6282293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222350779701811,"score_gpt":0.3074592710338056,"score_spread":0.2652357632367875,"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."}}