{"id":"W6920507940","doi":"10.60692/smknk-hbm06","title":"Perceived helpfulness of treatment for generalized anxiety disorder: a World Mental Health Surveys report","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Helpfulness; Generalized anxiety disorder; Mental health; Anxiety; Anxiety disorder; Randomized controlled trial; Prevalence","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":[0.007139161,0.0003025851,0.0004857011,0.001604821,0.0002555984,0.0006040395,0.0003674422,0.0004902182,0.001330642],"category_scores_gemma":[0.01153829,0.0002953559,0.00135542,0.002026479,0.0003677338,0.0007819057,0.0007227572,0.0008934082,0.000240672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003951832,"about_ca_system_score_gemma":0.0004290068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004187776,"about_ca_topic_score_gemma":0.00533345,"domain_scores_codex":[0.996141,0.002133362,0.0007454925,0.000223889,0.0005969818,0.0001592412],"domain_scores_gemma":[0.9885654,0.002405042,0.007082274,0.0004586712,0.0009569065,0.0005317179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000118021,0.000117336,0.9886554,0.0002840987,0.0004797006,0.00001838437,0.0003146801,0.0001219297,0.00005121642,0.00003865045,0.001054312,0.008746225],"study_design_scores_gemma":[0.00002317384,0.0001772933,0.9986293,0.00007568381,0.0001341019,0.00006867897,0.000181273,0.0001650725,0.00002714709,0.00002349493,0.0004858156,0.000008980962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778879,0.004383327,0.0008680323,0.001110675,0.00004041145,0.0006046179,0.01261401,0.00004794966,0.002443071],"genre_scores_gemma":[0.9930857,0.001356213,0.001051127,0.0003228192,0.00004526714,0.0004429824,0.003506145,0.000006371365,0.0001833388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007139161,"threshold_uncertainty_score":0.03775597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07015152405003464,"score_gpt":0.32427473171641,"score_spread":0.2541232076663754,"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."}}