{"id":"W4417480004","doi":"10.1016/j.jval.2025.09.251","title":"CO149 Increased Functional Impairment Associated With Generalized Anxiety Disorder (GAD): Findings From a Systematic Literature Review","year":2025,"lang":"en","type":"article","venue":"Value in Health","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Systematic review; Generalized anxiety disorder; Functional impairment; Anxiety; Generalized anxiety","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":[0.006543269,0.0006185678,0.004701633,0.005681154,0.0004983126,0.002382184,0.001096757,0.001582524,0.002566867],"category_scores_gemma":[0.04064526,0.0005979446,0.006715845,0.00794435,0.0009741565,0.001689966,0.001811008,0.001134006,0.0001737481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002297953,"about_ca_system_score_gemma":0.006615296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323659,"about_ca_topic_score_gemma":0.04645052,"domain_scores_codex":[0.9921274,0.002303238,0.0033076,0.0008924335,0.001096723,0.0002726393],"domain_scores_gemma":[0.9698921,0.02185268,0.006128018,0.0003884497,0.001409398,0.0003293506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008066513,0.00004854779,0.02530273,0.8801071,0.04521145,0.0002072369,0.0005271119,0.00009862371,0.0002122665,0.0002099925,0.001477049,0.04579129],"study_design_scores_gemma":[0.0008757676,0.00036324,0.1173726,0.6125914,0.2555766,0.0009108666,0.001152075,0.0001115011,0.0001875436,0.0004472375,0.01030091,0.0001103219],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009075882,0.9890666,0.00008698349,0.0002857347,0.00009647442,0.0001383575,0.0009278177,0.00000517448,0.0003170335],"genre_scores_gemma":[0.1624337,0.8340457,0.0008096674,0.001306933,0.0001308851,0.0004009836,0.0007385391,0.000008388064,0.0001253208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01323659,"threshold_uncertainty_score":0.03460449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295832665492976,"score_gpt":0.3233192747896388,"score_spread":0.2937360082403412,"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."}}