{"id":"W3164740157","doi":"10.1016/j.jpsychires.2021.05.047","title":"Self-help behaviors partially mediate the relationship between personalized depression risk disclosure and psychological distress: A mediation analysis using data from a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McGill University; Ottawa Hospital; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Mediation; Psychology; Clinical psychology; Randomized controlled trial; Distress; Depression (economics); Mental health; Mental illness; Multivariate analysis; Psychiatry; Medicine; Internal medicine","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":[0.01135003,0.001256947,0.002929535,0.0003698415,0.0007446731,0.001937729,0.001612746,0.002562016,0.01280476],"category_scores_gemma":[0.03244524,0.001064411,0.004782386,0.0005815685,0.001646528,0.002418676,0.001069458,0.004420789,0.0006037151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006021331,"about_ca_system_score_gemma":0.001942071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768741,"about_ca_topic_score_gemma":0.002095893,"domain_scores_codex":[0.9888497,0.008619439,0.000602206,0.0009669609,0.0004451209,0.0005165374],"domain_scores_gemma":[0.9686258,0.02580687,0.002584937,0.001729484,0.0004623986,0.0007904701],"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":[0.8807344,0.01107859,0.0219805,0.004150152,0.04299963,0.0001347203,0.0005833628,0.0009441607,0.0009035213,0.0009572199,0.0009094005,0.03462433],"study_design_scores_gemma":[0.8139879,0.06073299,0.0365637,0.000729499,0.07718593,0.0001387469,0.0003254236,0.005115346,0.001427802,0.00238886,0.00130549,0.0000984052],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823459,0.00760384,0.002743278,0.001263975,0.0005499344,0.002203206,0.0008101397,0.0001161797,0.002363502],"genre_scores_gemma":[0.993879,0.001171937,0.002682366,0.0002848862,0.0001414906,0.001050605,0.0002070667,0.00001779613,0.0005647427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280476,"threshold_uncertainty_score":0.06002545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.216487525977571,"score_gpt":0.5128410657595549,"score_spread":0.296353539781984,"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."}}