{"id":"W4401538759","doi":"10.1016/j.janxdis.2024.102914","title":"Network analyses of ecological momentary emotion and avoidance assessments before and after cognitive behavioral therapy for anxiety disorders","year":2024,"lang":"en","type":"article","venue":"Journal of Anxiety Disorders","topic":"Mental Health Research Topics","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Canadian Spine Society","keywords":"Psychology; Anxiety; Cognition; Anxiety disorder; Cognitive behavioral therapy; Clinical psychology; Ecology; Psychotherapist; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006270621,0.0001861279,0.0003350671,0.0001265481,0.0001095522,0.00004558475,0.0001072251,0.000143544,0.0002497726],"category_scores_gemma":[0.00001619885,0.0001447375,0.0001702822,0.0002180431,0.0002447402,0.0002606133,0.0000499661,0.0003959649,0.00000115252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006460879,"about_ca_system_score_gemma":0.00006787391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007106271,"about_ca_topic_score_gemma":0.0002396271,"domain_scores_codex":[0.9983286,0.0002015607,0.00050964,0.0002796762,0.0002939766,0.0003865273],"domain_scores_gemma":[0.9992692,0.0001704959,0.0002094215,0.00009755164,0.00009167319,0.0001616733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001713519,0.0009087969,0.5395936,0.0002210849,0.0003960874,0.000007856675,0.002013447,0.00001513286,0.00006906416,0.000133543,0.001709724,0.4532181],"study_design_scores_gemma":[0.002683779,0.005711551,0.9744945,0.0002154238,0.0001319199,0.00003597173,0.004752832,0.000365113,0.00001999571,0.005839741,0.00556559,0.0001835611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878339,0.008422039,0.001207027,0.001126917,0.0005065579,0.0006692223,0.00007438895,0.0000114901,0.0001484531],"genre_scores_gemma":[0.9836941,0.01486443,0.0007929689,0.0002702151,0.0001591248,0.0000592992,0.00001947859,0.00002325851,0.0001171294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4530345,"threshold_uncertainty_score":0.5902224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06367056046675265,"score_gpt":0.4649018894456518,"score_spread":0.4012313289788991,"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."}}