{"id":"W4200110805","doi":"10.1016/j.psychres.2021.114356","title":"The effects of a video-based randomized controlled trial intervention on depression stigma and help-seeking attitudes in university students","year":2021,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Canadian Institutes of Health Research","keywords":"Stigma (botany); Randomized controlled trial; Help-seeking; Clinical psychology; Psychology; Intervention (counseling); Anxiety; Mental health; Depression (economics); Psychiatry; Social stigma; Medicine; Family medicine; Human immunodeficiency virus (HIV)","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":[0.003545459,0.001169341,0.002641105,0.0007759287,0.001436193,0.001210747,0.001366831,0.003172376,0.01517587],"category_scores_gemma":[0.01231525,0.0009293699,0.002138699,0.000612966,0.00144775,0.001370616,0.000978529,0.003875643,0.0007326339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002228307,"about_ca_system_score_gemma":0.003759744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009977181,"about_ca_topic_score_gemma":0.01387709,"domain_scores_codex":[0.9967681,0.001787933,0.0003215247,0.000451285,0.0002423876,0.0004286927],"domain_scores_gemma":[0.9937412,0.003367767,0.0008246283,0.0002167047,0.0003344092,0.001515258],"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":[0.8502653,0.09873267,0.001182945,0.002315118,0.001661757,0.00004757802,0.0003421823,0.0003522297,0.0009909612,0.0002001775,0.001332975,0.04257606],"study_design_scores_gemma":[0.9104747,0.08219368,0.004297731,0.0002641519,0.001063566,0.00001163052,0.0001749144,0.000715519,0.0002651514,0.000171379,0.0003422911,0.00002529893],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872924,0.001661393,0.0004643642,0.001103273,0.001117379,0.006106745,0.000374938,0.00009972054,0.001779746],"genre_scores_gemma":[0.98497,0.001104919,0.002614791,0.0007647203,0.0005709112,0.008406755,0.0002447505,0.00001241771,0.001310764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01517587,"threshold_uncertainty_score":0.05076838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886668300765569,"score_gpt":0.4494856071981578,"score_spread":0.4106189241905022,"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."}}