{"id":"W4381149157","doi":"10.2196/41440","title":"Evaluation of a Web-Based Self-Help Intervention for Patients With Generalized Anxiety Disorder: Protocol for a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Psychological intervention; Randomized controlled trial; Context (archaeology); Anxiety; Cognitive behavioral therapy; Generalized anxiety disorder; eHealth; Medicine; Intervention (counseling); Health literacy; Clinical psychology; Mental health; Health care; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02683495,0.006293626,0.01376572,0.003067135,0.003312253,0.004089468,0.00359502,0.006210367,0.0689663],"category_scores_gemma":[0.02048589,0.00286913,0.005894027,0.00343656,0.003222729,0.00310901,0.002244579,0.007245649,0.01189405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005217116,"about_ca_system_score_gemma":0.01351893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003342189,"about_ca_topic_score_gemma":0.005393559,"domain_scores_codex":[0.9844131,0.008672452,0.001893827,0.001406774,0.001781436,0.001832515],"domain_scores_gemma":[0.9901122,0.002433393,0.002135519,0.001219377,0.002575264,0.001524177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8996146,0.02421351,0.0006066652,0.0217917,0.002522193,0.0001990793,0.0003453508,0.001681904,0.001774016,0.001725659,0.008154718,0.03737065],"study_design_scores_gemma":[0.9633114,0.02361165,0.001028221,0.001658882,0.0007475243,0.00002335499,0.00009673573,0.0009453545,0.0004377067,0.0006384102,0.007437967,0.00006270353],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002275815,0.0001941141,0.0007163085,0.00007697465,0.0002048621,0.9956457,0.0004697769,0.00006591304,0.0003505548],"genre_scores_gemma":[0.001721626,0.0001082686,0.000906959,0.0000632927,0.00003645574,0.9968239,0.00007748907,0.000003562332,0.0002583794],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0689663,"threshold_uncertainty_score":0.2307153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1895540491557421,"score_gpt":0.5905504008897964,"score_spread":0.4009963517340543,"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."}}