{"id":"W4387405767","doi":"10.3390/brainsci13101416","title":"Navigating Evidence, Challenges, and Caution in the Treatment of Stimulant Use Disorders","year":2023,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; University of Toronto; University of Calgary","funders":"National Institute on Drug Abuse","keywords":"Stimulant; Harm; Psychological intervention; Medical prescription; Psychiatry; Medicine; Opioid use disorder; Harm reduction; Opioid-Related Disorders; Drug overdose; Opioid; Psychology; Poison control; Pharmacology; Opioid epidemic; Medical emergency; Public health; Nursing; Social psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1892921,0.0009837979,0.003388203,0.006505739,0.004358143,0.01672961,0.005261331,0.01822423,0.00266697],"category_scores_gemma":[0.421431,0.001181591,0.002655171,0.004341475,0.01588022,0.01878272,0.01085172,0.02477324,0.0008461976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007140165,"about_ca_system_score_gemma":0.03618288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007370471,"about_ca_topic_score_gemma":0.03053599,"domain_scores_codex":[0.8202497,0.1237944,0.0301983,0.004119609,0.01986802,0.00177001],"domain_scores_gemma":[0.4028135,0.5264006,0.02316816,0.007477059,0.03602391,0.004116772],"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":[0.0004662234,0.0002179526,0.005412029,0.07078294,0.001899511,0.002196191,0.01408491,0.001288096,0.0008046688,0.08573223,0.1274507,0.6896644],"study_design_scores_gemma":[0.0002513101,0.0003830236,0.002567847,0.3050924,0.001990609,0.002002863,0.01459641,0.001013301,0.0007317732,0.1821626,0.4889605,0.0002473111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001221494,0.2722819,0.002931023,0.7137981,0.006687515,0.0001266153,0.00005235732,0.00002660769,0.002874337],"genre_scores_gemma":[0.0657373,0.4243085,0.03472965,0.4524244,0.02067529,0.0007603678,0.0000976847,0.00008559916,0.001181065],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1892921,"threshold_uncertainty_score":0.9997472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372450046552139,"score_gpt":0.3928270319471933,"score_spread":0.2555820272919794,"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."}}