{"id":"W4402560505","doi":"10.1016/j.drugpo.2024.104587","title":"A call for compassionate opioid overdose response","year":2024,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"Johns Hopkins Bloomberg School of Public Health; Johns Hopkins University; University of Pittsburgh; Graduate School of Public Health, University of Pittsburgh; Vital Strategies; Bloomberg American Health Initiative","keywords":"Opioid overdose; Opioid; Drug overdose; Compassionate Use; Psychology; Medicine; Medical emergency; Poison control; Criminology; (+)-Naloxone; Clinical trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041936,0.0001179596,0.0002030926,0.000631422,0.00002342956,0.00006606074,0.000187904,0.00003719611,0.00007458268],"category_scores_gemma":[0.0003929507,0.0000877633,0.0002868331,0.0001229574,0.00003184713,0.0001344385,0.00003939914,0.0001616784,0.00004406151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004984293,"about_ca_system_score_gemma":0.001105973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007498453,"about_ca_topic_score_gemma":0.000002762644,"domain_scores_codex":[0.9988067,0.00003815867,0.0003990463,0.0001176145,0.0004917866,0.0001466618],"domain_scores_gemma":[0.998887,0.0003177266,0.0001153362,0.0000990668,0.0004356259,0.0001452616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04563092,0.003905194,0.009565786,0.0006964987,0.008266357,0.006150797,0.03512625,0.000419479,0.04062741,0.05914837,0.6623261,0.1281368],"study_design_scores_gemma":[0.007181068,0.0008038147,0.0346102,0.001602254,0.000260252,0.002230864,0.0004839174,0.001907688,0.007332333,0.007830556,0.9355355,0.0002215389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888723,0.002389504,0.0009708953,0.103768,0.002462753,0.000303126,0.0002151188,0.00004829928,0.0009700318],"genre_scores_gemma":[0.9894816,0.0002122358,0.001788759,0.001530748,0.001606602,0.00001271119,0.0000239942,0.00002947813,0.005313837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2732094,"threshold_uncertainty_score":0.3578883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360572432029388,"score_gpt":0.3685891657508217,"score_spread":0.3549834414305278,"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."}}