{"id":"W4389365929","doi":"10.1016/j.psychres.2023.115664","title":"Stigma and its associations with medication adherence in major depressive disorder","year":2023,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brain and Cognition Discovery Foundation; University of Toronto","funders":"Sanming Project of Medicine in Shenzhen; National Natural Science Foundation of China","keywords":"Major depressive disorder; Psychiatry; Medication adherence; Medicine; Stigma (botany); Psychology; Clinical psychology; Internal medicine; Cognition","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001618262,0.000182151,0.0003982237,0.0008076256,0.001457469,0.001577942,0.0004511642,0.001191098,0.003137167],"category_scores_gemma":[0.01388349,0.00038203,0.001133696,0.001075686,0.0007217358,0.0006394683,0.001149912,0.002307521,0.0001547895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000905485,"about_ca_system_score_gemma":0.0009612386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01809324,"about_ca_topic_score_gemma":0.02526456,"domain_scores_codex":[0.9984107,0.0007636118,0.0002106937,0.0001104747,0.0002413092,0.0002632507],"domain_scores_gemma":[0.9893337,0.003756465,0.0043598,0.000589672,0.0006404297,0.001319912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001152061,0.0001840565,0.995946,0.00001935332,0.0001484684,0.00004911405,0.0002873083,0.00003257153,0.00003668351,0.0001234376,0.00009187831,0.00296584],"study_design_scores_gemma":[0.00000516903,0.00003170313,0.9989253,0.00003002316,0.00005341367,0.00007536616,0.000497657,0.0001239404,0.00001396272,0.0001327085,0.0001064648,0.000004350307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952004,0.001814787,0.00004450339,0.0009861628,0.00003374882,0.000007561396,0.00009291097,0.000002046512,0.001818052],"genre_scores_gemma":[0.9993227,0.0003098437,0.00004986632,0.00008613745,0.00002589781,0.00000270815,0.00003877413,9.728822e-7,0.0001631705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01809324,"threshold_uncertainty_score":0.03597581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103570479978179,"score_gpt":0.4820090781602572,"score_spread":0.3784385981820781,"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."}}