{"id":"W7156310763","doi":"10.2196/76028","title":"Efficacy of a CBT-Based Online Self-Help Group for Depression and Suicide Ideation: Randomized Controlled Trial (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Depression (economics); Suicide prevention; Poison control; Occupational safety and health; Suicide attempt; Injury prevention; Human factors and ergonomics","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":[0.001867032,0.002144283,0.003759257,0.0009633981,0.001067286,0.001365029,0.001399191,0.003382605,0.02128689],"category_scores_gemma":[0.003368525,0.001217942,0.002770055,0.0006652289,0.001670424,0.001548797,0.000965231,0.004503617,0.002409737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256696,"about_ca_system_score_gemma":0.001733599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003412044,"about_ca_topic_score_gemma":0.004335771,"domain_scores_codex":[0.9988018,0.0004367034,0.0001272997,0.000315543,0.00011562,0.0002029764],"domain_scores_gemma":[0.9988983,0.0003759871,0.0002314901,0.00009224563,0.00007277485,0.0003292268],"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":[0.971492,0.01199029,0.0003111654,0.000930027,0.000956536,0.0000228433,0.00006024558,0.000112102,0.0007443584,0.0001049235,0.0007225941,0.01255307],"study_design_scores_gemma":[0.9888947,0.009907135,0.0005337651,0.00004382171,0.0002903821,0.000003990398,0.00001281107,0.00008185895,0.00007227741,0.00004605409,0.0001079527,0.000005317053],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500521,0.004330815,0.002015716,0.001667712,0.002953975,0.03006028,0.002383163,0.0005597958,0.005976357],"genre_scores_gemma":[0.936143,0.002591436,0.005115477,0.001864719,0.001600349,0.04425711,0.00119659,0.0000605509,0.007170859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02128689,"threshold_uncertainty_score":0.0712117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419922722821102,"score_gpt":0.4434852583085062,"score_spread":0.4014929860263959,"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."}}