{"id":"W2045434217","doi":"10.1016/j.brat.2013.03.003","title":"Internet-based guided self-help for university students with anxiety, depression and stress: A randomized controlled clinical trial","year":2013,"lang":"en","type":"article","venue":"Behaviour Research and Therapy","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":154,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Dalhousie University; Canada Research Chairs; Nova Scotia Health Research Foundation","keywords":"Randomized controlled trial; Anxiety; Psychology; Clinical psychology; Depression (economics); Stress (linguistics); The Internet; Psychotherapist; Psychiatry; Medicine; Internal medicine; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002152717,0.002102377,0.004720849,0.001395777,0.001170312,0.001507596,0.001517111,0.004107303,0.01760008],"category_scores_gemma":[0.003441365,0.001280991,0.0024701,0.0009679049,0.002113903,0.001488831,0.0009531898,0.003753587,0.001914108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142457,"about_ca_system_score_gemma":0.001792358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003153018,"about_ca_topic_score_gemma":0.005226377,"domain_scores_codex":[0.9984789,0.0007507956,0.0001460243,0.0002917675,0.0001079732,0.0002245181],"domain_scores_gemma":[0.9981793,0.0006308899,0.0003401707,0.0001314227,0.0001194898,0.000598767],"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":[0.964371,0.01970853,0.0002970434,0.001050352,0.0008442714,0.0000262858,0.00006242547,0.0001219328,0.0005863914,0.00007103368,0.0004590859,0.01240169],"study_design_scores_gemma":[0.9786904,0.02032948,0.0003922305,0.00003722668,0.0002376473,0.000004153133,0.00001804699,0.00008758084,0.00005404681,0.00003588768,0.000107795,0.000005423007],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569745,0.005326835,0.00161678,0.001088785,0.001362993,0.02859956,0.001733781,0.0003325608,0.00296413],"genre_scores_gemma":[0.9486043,0.004633281,0.00474455,0.001620265,0.001019336,0.03342643,0.0008350547,0.00003824696,0.00507864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01760008,"threshold_uncertainty_score":0.05887818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523551349998574,"score_gpt":0.4951735083521524,"score_spread":0.342818373352295,"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."}}