{"id":"W2890098543","doi":"10.1177/1363459318800167","title":"“Playing the system”: Structural factors potentiating mental health stigma, challenging awareness, and creating barriers to care for Canadian public safety personnel","year":2018,"lang":"en","type":"article","venue":"Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Queen's University; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; Memorial University of Newfoundland; University of Regina","keywords":"Stigma (botany); Mental health; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007395821,0.0007545854,0.0005897633,0.002458302,0.03742879,0.007913623,0.00276753,0.001941613,0.005909892],"category_scores_gemma":[0.02601307,0.0007527471,0.001001777,0.00217905,0.01422259,0.002637902,0.01032646,0.003784213,0.0002758269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1004876,"about_ca_system_score_gemma":0.1553768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9681842,"about_ca_topic_score_gemma":0.9769891,"domain_scores_codex":[0.9888806,0.002982752,0.0003832683,0.0006305234,0.003279917,0.003842999],"domain_scores_gemma":[0.9860541,0.003509373,0.002359404,0.0006255084,0.00381245,0.003639241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001124309,0.0000935563,0.1383733,0.000322694,0.00005501386,0.001198307,0.8282301,0.0001323219,0.0009601467,0.006459206,0.006026404,0.01803637],"study_design_scores_gemma":[0.00001792227,0.00005728168,0.09934032,0.0004632878,0.00006075847,0.0002388176,0.8745585,0.00040164,0.0002829696,0.001481394,0.02300091,0.00009613557],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647432,0.0006564208,0.0006771008,0.012625,0.0001327302,0.0001723929,0.0001452118,0.00002466349,0.02082329],"genre_scores_gemma":[0.9967539,0.0003360879,0.0003851058,0.001095846,0.00001962846,0.00003491015,0.00004886896,0.00001299211,0.001312756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004876,"threshold_uncertainty_score":0.7290922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248388376595933,"score_gpt":0.4448928689606789,"score_spread":0.3824089851947196,"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."}}