{"id":"W2919234555","doi":"10.1007/s10608-019-10009-y","title":"Cognitive Moderation of CBT: Disorder-Specific or Transdiagnostic Predictors of Treatment Response","year":2019,"lang":"en","type":"article","venue":"Cognitive Therapy and Research","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre","funders":"","keywords":"Psychology; Dysfunctional family; Clinical psychology; Cognitive vulnerability; Panic disorder; Agoraphobia; Anxiety sensitivity; Cognition; Anxiety; Moderation; Anxiety disorder; Cognitive therapy; Major depressive disorder; Mood; Psychiatry; Depressive symptoms","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":[0.001174733,0.0003313153,0.0005334183,0.0009404932,0.0002138049,0.0000337782,0.0001710447,0.0002400358,0.00221408],"category_scores_gemma":[0.0006937965,0.0002331141,0.0001299588,0.001284507,0.0009008436,0.0001823421,0.00004150394,0.0002983247,0.0001122457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007050821,"about_ca_system_score_gemma":0.0002229386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009500724,"about_ca_topic_score_gemma":0.00001437745,"domain_scores_codex":[0.995905,0.001727911,0.0004713816,0.0007860917,0.0005793562,0.0005302993],"domain_scores_gemma":[0.9882962,0.009516614,0.0001849184,0.0002701095,0.001573911,0.0001582189],"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":[0.1007167,0.004593283,0.1923761,0.0001113226,0.001310131,0.00002642839,0.02826841,0.000001667332,0.006410012,0.0002956563,0.0001920616,0.6656983],"study_design_scores_gemma":[0.03111677,0.03361631,0.824738,0.001028954,0.0001711032,0.00002804755,0.04555151,0.00004227766,0.05263845,0.001979142,0.008417578,0.000671889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731918,0.01850211,0.0008612765,0.0001176185,0.0003255758,0.002381629,0.0004851823,0.00003454096,0.004100239],"genre_scores_gemma":[0.9287008,0.06779146,0.00002377832,0.00003215548,0.0001039331,0.0004623772,0.00008208856,0.0000540515,0.002749368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6650264,"threshold_uncertainty_score":0.9986981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559829502875801,"score_gpt":0.4360443693151641,"score_spread":0.280061419027584,"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."}}