{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006629177,0.00008140513,0.00010857,0.0002944047,0.0003536743,0.000029061,0.0001643782,0.00008558899,0.0005468909],"category_scores_gemma":[0.00004742411,0.00006539337,0.00001124542,0.001024702,0.00005959614,0.0001007869,0.00005736279,0.0003087014,0.000668389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004484615,"about_ca_system_score_gemma":0.00006980502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009618912,"about_ca_topic_score_gemma":0.00369094,"domain_scores_codex":[0.9983889,0.0002644507,0.0001731022,0.0003233126,0.0003964494,0.0004537116],"domain_scores_gemma":[0.9993188,0.000268445,0.0000512362,0.0001817371,0.00006682462,0.0001129607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008407199,0.0002031678,0.9800302,0.00004707194,0.00002707456,0.000008425349,0.0008361769,6.992766e-7,0.000007824246,0.004430665,0.00573484,0.008589763],"study_design_scores_gemma":[0.001601133,0.0001795694,0.9941401,0.00005757991,0.000005982591,0.000001939408,0.001323428,0.00009710187,0.000003593569,0.002288869,0.0002300097,0.00007071909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836036,0.001852097,0.000004832992,0.007300435,0.0003338675,0.0006897215,0.00003014755,0.00004856291,0.006136737],"genre_scores_gemma":[0.9952272,0.0001517465,0.00004813796,0.00005432426,0.00009001691,0.0006274061,0.00007615082,0.00001481719,0.003710223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01410986,"threshold_uncertainty_score":0.8591011,"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."}}