{"id":"W4317433759","doi":"10.1089/jpm.2022.0355","title":"Opioid Disposal Practices of Patients With Life-Limiting Cancers in an Outpatient Palliative Care Clinic: A Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Centre for Addiction and Mental Health; Canadian Hospice Palliative Care Association; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Palliative care; Medical prescription; Cross-sectional study; Odds ratio; Opioid; Dispose pattern; Emergency medicine; Confidence interval; Limiting; Outpatient clinic; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006169686,0.00024556,0.0003587451,0.0009069571,0.0011879,0.0007793516,0.0006550424,0.0004808541,0.001325367],"category_scores_gemma":[0.002405922,0.0004172792,0.0003252668,0.00168569,0.0004824205,0.0004644062,0.0005509261,0.000700397,0.0001745715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631353,"about_ca_system_score_gemma":0.002644252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.37718,"about_ca_topic_score_gemma":0.4994024,"domain_scores_codex":[0.9992703,0.00008875444,0.00007459518,0.0001220137,0.0002767759,0.0001676691],"domain_scores_gemma":[0.9978606,0.000231116,0.0009522872,0.00006931437,0.0004739466,0.0004128655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000134077,0.00004056166,0.9990476,0.0000121981,0.00001230292,0.00004221371,0.0003490908,0.000005202915,0.00005727512,0.000003641074,0.00007240081,0.0003441207],"study_design_scores_gemma":[0.000004047316,0.00007384318,0.9984269,0.00001301208,0.00001051861,0.0001683811,0.001103049,0.00005206926,0.0000173651,0.000002189218,0.0001254812,0.000003224864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992477,0.0001008774,0.00002245734,0.00004214094,0.000002140089,0.0000295955,0.0002734218,0.000001648166,0.0002800909],"genre_scores_gemma":[0.9993665,0.0001413274,0.00007695302,0.00008282817,0.000004368863,0.00001635301,0.0002463915,9.221733e-7,0.00006433432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.37718,"threshold_uncertainty_score":0.7499691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001707243153557,"score_gpt":0.5006711032756179,"score_spread":0.3005003789602623,"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."}}