{"id":"W7126188170","doi":"10.17605/osf.io/edfnu","title":"SECONDARY DATA ANALYSES OF THE PREDICTORS OF DEPRESSION TREATMENT OUTCOMES, MECHANISMS OF GROUP SUPPORT PSYCHOTHERAPY IN THE SEEK-GSP TRIAL AND TRANSLATING FINDINGS THROUGH AN UPGRADED ONLINE TRAINING","year":2025,"lang":"","type":"article","venue":"Open MIND","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; MQ: Transforming Mental Health","keywords":"Psychological intervention; Mental health; Social support; Coping (psychology); Self-help; Stigma (botany); Christian ministry; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.04154851,0.001488382,0.003070641,0.001328708,0.001284029,0.001690786,0.001072363,0.001801182,0.02315426],"category_scores_gemma":[0.07691891,0.0006472273,0.005591327,0.00170076,0.001225706,0.002167295,0.002550201,0.003749185,0.002793237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043051,"about_ca_system_score_gemma":0.004471472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099557,"about_ca_topic_score_gemma":0.001327747,"domain_scores_codex":[0.9693657,0.02208804,0.002701959,0.002053035,0.002317493,0.001473681],"domain_scores_gemma":[0.9630061,0.01937007,0.006661955,0.006088112,0.003609375,0.001264501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5195085,0.0199446,0.06991249,0.02660928,0.01815503,0.0004003051,0.003983118,0.003967154,0.003496332,0.01846225,0.06885384,0.2467071],"study_design_scores_gemma":[0.3275133,0.1924556,0.2531573,0.008675434,0.03116077,0.0005803059,0.002447534,0.01075651,0.0137313,0.04158356,0.1174201,0.0005181403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5365631,0.006039988,0.05403369,0.007019737,0.004616613,0.2873495,0.06187751,0.001191989,0.04130783],"genre_scores_gemma":[0.5371117,0.0006183381,0.02519297,0.002193247,0.0006283559,0.4181809,0.008736268,0.0001668528,0.00717131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04154851,"threshold_uncertainty_score":0.2197321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2503865154126921,"score_gpt":0.4931305977942845,"score_spread":0.2427440823815923,"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."}}