{"id":"W4407389264","doi":"10.1080/17435889.2025.2463864","title":"Assessing the efficacy of nanoparticles in reversing opioid poisoning and preventing renarcotization","year":2025,"lang":"en","type":"review","venue":"Nanomedicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reversing; Opioid; Pharmacology; Medicine; Internal medicine; Materials science; Receptor","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004066429,0.0006124335,0.0008422775,0.00172863,0.0002128472,0.0006356803,0.0004779108,0.0008418446,0.002859063],"category_scores_gemma":[0.0005007935,0.0002527666,0.0008204319,0.0009055578,0.0001923874,0.0006453453,0.0003447395,0.0006586613,0.0007604097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003157697,"about_ca_system_score_gemma":0.000684069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008923341,"about_ca_topic_score_gemma":0.001968751,"domain_scores_codex":[0.9998357,0.00003330743,0.00002225074,0.00002580925,0.00006505806,0.00001779396],"domain_scores_gemma":[0.9998393,0.00007744415,0.00003199535,0.000004261306,0.00003909833,0.000007981846],"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":[0.0001367162,0.0001750723,0.0003197592,0.06410635,0.0002645303,0.0003150418,0.0001219246,0.0006031161,0.01568428,0.003434465,0.009350029,0.9054887],"study_design_scores_gemma":[0.00005081795,0.0008213312,0.002650856,0.01165069,0.0008420334,0.002532999,0.0001752533,0.0004508858,0.01364718,0.001560996,0.9655638,0.00005302622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001326837,0.9959176,0.0002928585,0.00016421,0.0001195189,0.00002267011,0.00004087011,0.000009599219,0.00210585],"genre_scores_gemma":[0.005852111,0.9922727,0.0005372378,0.0001501063,0.00004839041,0.00002435667,0.00004717695,0.000002341274,0.001065482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002859063,"threshold_uncertainty_score":0.009564519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122326741826651,"score_gpt":0.3767383932781629,"score_spread":0.3455151258598964,"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."}}