{"id":"W4324020747","doi":"10.1001/jamainternmed.2023.0116","title":"Universal Precautions for People at Risk of Opioid Overdose in North America","year":2023,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Drug Abuse; Canada Research Chairs","keywords":"Medicine; Opioid overdose; Opioid epidemic; Psychological intervention; Opioid; Drug overdose; Opioid-Related Disorders; Intensive care medicine; Medical emergency; MEDLINE; Emergency medicine; Poison control; Psychiatry; (+)-Naloxone; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001948299,0.0002573966,0.000312897,0.0006065019,0.002853547,0.001540472,0.000956626,0.002973927,0.002977966],"category_scores_gemma":[0.004622836,0.0001880944,0.0004866219,0.0003657415,0.002498934,0.001260824,0.001983967,0.003833862,0.000166273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002670218,"about_ca_system_score_gemma":0.01836269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08088471,"about_ca_topic_score_gemma":0.1795181,"domain_scores_codex":[0.9981424,0.0007916369,0.0001433576,0.0001109177,0.0003253423,0.0004864387],"domain_scores_gemma":[0.9968954,0.0008828331,0.0005829811,0.0001136171,0.0006961744,0.0008288922],"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":[0.0001378533,0.001097254,0.1252888,0.001892587,0.0001054251,0.003356691,0.01882741,0.001050429,0.004324478,0.06860048,0.3195617,0.455757],"study_design_scores_gemma":[0.0001682981,0.0009871623,0.2459555,0.008062853,0.0002035214,0.003825465,0.04358159,0.001149924,0.002268645,0.03253062,0.661108,0.0001585099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04406068,0.04145302,0.002428134,0.853037,0.005490929,0.00008821916,0.00007817402,0.0001546441,0.05320915],"genre_scores_gemma":[0.4869433,0.04948912,0.01114432,0.4346154,0.006149055,0.000246733,0.0001075997,0.0000485924,0.01125588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9191153,"threshold_uncertainty_score":0.1608278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164062384159897,"score_gpt":0.2794624902748732,"score_spread":0.2678218664332743,"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."}}