{"id":"W4400666205","doi":"10.1080/14659891.2024.2378753","title":"Evaluation of an infographic: prescription drug misuse among older adults in Saskatchewan","year":2024,"lang":"en","type":"article","venue":"Journal of Substance Use","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Infographic; Medical prescription; Prescription drug; Medicine; Drug; Gerontology; Demography; Environmental health; Psychiatry; Computer science; Pharmacology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007128587,0.000470129,0.0002909537,0.002721091,0.001514569,0.001304899,0.0007615149,0.0004498542,0.003260282],"category_scores_gemma":[0.01390531,0.000302215,0.000436262,0.002747592,0.0006145695,0.001199757,0.002148837,0.0005096499,0.0003418071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008778785,"about_ca_system_score_gemma":0.02168011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2990827,"about_ca_topic_score_gemma":0.5600356,"domain_scores_codex":[0.997824,0.001013964,0.000291061,0.00009243334,0.0005149135,0.0002636176],"domain_scores_gemma":[0.9821665,0.003862152,0.001454504,0.0007889335,0.009265251,0.002462695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007402971,0.002305941,0.5973238,0.00306017,0.0001154864,0.001335697,0.06195037,0.001088391,0.003011368,0.0007716611,0.02433915,0.3039576],"study_design_scores_gemma":[0.0001547537,0.002315647,0.8699688,0.00135415,0.0001192377,0.0002367207,0.08723091,0.0009171501,0.001957509,0.0002433181,0.03541905,0.00008272973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719511,0.0003362998,0.001128513,0.001958173,0.00008041589,0.005520232,0.006926696,0.0001601509,0.01193849],"genre_scores_gemma":[0.9657674,0.00155329,0.01325907,0.0009953076,0.00004844581,0.005738679,0.006597974,0.00003812843,0.006001797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7009174,"threshold_uncertainty_score":0.5946836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066079364339137,"score_gpt":0.2948622371558916,"score_spread":0.2742014435125003,"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."}}