{"id":"W4387192483","doi":"10.1136/leader-2023-000776","title":"The human side of structural stigma: a call to action to address the lack of equity in mental health and substance use care","year":2023,"lang":"en","type":"article","venue":"BMJ Leader","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Stigma (botany); Psychiatry; Call to action; Equity (law); Substance use; Context (archaeology); Medicine; Psychology; Health equity; Health care; Public health; Nursing; Political science; Business","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":[0.000208653,0.00008440982,0.0001533091,0.00005188947,0.0002050721,0.00001414595,0.0001354855,0.00003429116,0.00002041471],"category_scores_gemma":[0.00001250545,0.00005141224,0.00002135819,0.0002283128,0.00006326749,0.00005395797,0.00006335184,0.00008824766,0.00001193149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009715481,"about_ca_system_score_gemma":0.00001989194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00403322,"about_ca_topic_score_gemma":0.02937269,"domain_scores_codex":[0.9990005,0.0001344424,0.0002709941,0.0001690671,0.000158739,0.00026628],"domain_scores_gemma":[0.9994665,0.000111399,0.00009955084,0.0002200631,0.00002438893,0.00007809749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001837017,0.0001499827,0.4759636,0.0009417752,0.0001164064,0.00002091583,0.3530632,0.0000755559,0.003164801,0.005248049,0.03886125,0.1205574],"study_design_scores_gemma":[0.0008168229,0.0002364912,0.9574691,0.0001158833,0.000004467084,0.000002585171,0.03974277,0.000007909764,0.0007484866,0.0000660491,0.0007127294,0.00007670071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925287,0.0004316691,7.760251e-7,0.005175413,0.0002611874,0.001271493,0.00006449405,0.0000124987,0.0002537077],"genre_scores_gemma":[0.9984172,0.0000124989,0.00001463296,0.0005153706,0.00003955347,0.00008803493,0.0000245574,0.000008993322,0.0008791641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4815055,"threshold_uncertainty_score":0.9883387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3620623399869268,"score_gpt":0.5532979943616938,"score_spread":0.191235654374767,"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."}}