{"id":"W4321607506","doi":"10.35502/jcswb.290","title":"Mental health stigma and help-seeking intentions in police employees","year":2023,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; University of Wisconsin-Madison","keywords":"Mental health; Help-seeking; Stigma (botany); Psychology; Psychological intervention; Mindfulness; Social psychology; Clinical psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001195218,0.0001016731,0.0002307475,0.0002379294,0.0007440552,0.00003358732,0.000127668,0.00004944866,0.00004148495],"category_scores_gemma":[0.00001300582,0.00009257861,0.00006085012,0.0002497767,0.00006785752,0.0001244279,0.0001056978,0.0006190545,0.000008959566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005141221,"about_ca_system_score_gemma":0.00003947178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006856142,"about_ca_topic_score_gemma":0.0004668284,"domain_scores_codex":[0.9987144,0.000374197,0.0004641296,0.0000636152,0.0001657071,0.000217881],"domain_scores_gemma":[0.9994342,0.0001497291,0.0001716296,0.00008501665,0.00003853991,0.0001208653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000983034,0.001418176,0.470995,0.0003473237,0.000375333,0.00003130676,0.318589,0.000031392,0.0003736276,0.03472283,0.01690157,0.1552314],"study_design_scores_gemma":[0.0009978662,0.0001114385,0.9644552,0.0006692442,0.000005945469,0.0001522372,0.01792414,0.00000871243,0.000002233846,0.00470103,0.01087516,0.00009672487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739582,0.0003323985,0.0001178191,0.01833245,0.0006356362,0.00008376405,0.000006411692,0.00001863743,0.006514684],"genre_scores_gemma":[0.9954249,0.003017982,0.00005002636,0.001066383,0.0001347227,4.743462e-7,0.00001188423,0.000008469568,0.0002851209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4934603,"threshold_uncertainty_score":0.5722746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592537940275381,"score_gpt":0.3193531172141238,"score_spread":0.29342773781137,"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."}}