{"id":"W4400457103","doi":"10.3390/pharmacy12040105","title":"Adapting the Opening Minds Stigma Scale for Healthcare Providers to Measure Opioid-Related Stigma","year":2024,"lang":"en","type":"article","venue":"Pharmacy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stigma (botany); Psychological intervention; Psychiatry; Opioid; Psychology; Addiction; Clinical psychology; Opioid overdose; Scale (ratio); Cronbach's alpha; Mental health; (+)-Naloxone; Medicine; Psychometrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006316851,0.0002246525,0.0002106636,0.0001081374,0.0006723973,0.0001614863,0.0003430585,0.00005575946,0.0007336306],"category_scores_gemma":[0.00002593198,0.0001606729,0.0001088348,0.0003899668,0.00003718741,0.0002125786,0.00007517274,0.0003013948,0.0004159728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366082,"about_ca_system_score_gemma":0.0000946484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718514,"about_ca_topic_score_gemma":0.0001583831,"domain_scores_codex":[0.9980893,0.0001615261,0.0003940593,0.0005149576,0.000227417,0.000612731],"domain_scores_gemma":[0.9990468,0.0003289875,0.00006903004,0.0002458091,0.00005979342,0.0002495745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005633627,0.0001286896,0.005415462,0.0006623765,0.0002271784,0.00005600438,0.01974371,0.00003451235,0.000413684,0.001072689,0.05380534,0.917877],"study_design_scores_gemma":[0.01299499,0.001068376,0.0105447,0.002856297,0.0007806399,0.0001770862,0.01438978,0.01804565,0.008076946,0.001982494,0.9273206,0.001762466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975402,0.01887071,0.0007494271,0.06107168,0.006493307,0.007583349,0.0001751537,0.000506974,0.007009192],"genre_scores_gemma":[0.9910992,0.0000194624,0.0004247819,0.002199719,0.0004198369,0.001233675,0.00004122397,0.00005985888,0.004502187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9161145,"threshold_uncertainty_score":0.8032741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251680977501924,"score_gpt":0.4543747764279212,"score_spread":0.3292066786777288,"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."}}