{"id":"W4367596279","doi":"10.32920/22728356","title":"The Good Samaritan Drug Overdose Act : The Good, the Bad, and the Ineffective","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; HIV Legal Network","funders":"","keywords":"Fentanyl; Drug overdose; Drug; Medicine; Possession (linguistics); Criminalization; Opioid overdose; Opioid; Medical emergency; Psychiatry; Poison control; Anesthesia; Criminology; Psychology; Internal medicine","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":[0.0007148934,0.0002229323,0.000194331,0.0006904398,0.003537046,0.003533975,0.0002688299,0.001838116,0.02244494],"category_scores_gemma":[0.003417175,0.000116586,0.0001235697,0.001650928,0.002757039,0.00162933,0.0008562636,0.001872357,0.002860004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003991778,"about_ca_system_score_gemma":0.009107835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2177928,"about_ca_topic_score_gemma":0.3332171,"domain_scores_codex":[0.9993831,0.0001968278,0.00001649882,0.00003549097,0.0002626751,0.0001053754],"domain_scores_gemma":[0.9990256,0.000282384,0.00009088044,0.00005098529,0.0003107715,0.0002395109],"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":[0.0000211311,0.00003328589,0.005584615,0.00006877376,0.000009258454,0.00010376,0.003066849,0.0001289738,0.00003540889,0.1363828,0.7836017,0.07096353],"study_design_scores_gemma":[0.00001410354,0.00001141287,0.03137894,0.0007108795,0.00001516226,0.0001868241,0.007592183,0.0007690098,0.0001397856,0.05740993,0.9017519,0.00001977892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02370964,0.02561086,0.0009538693,0.3634149,0.005389092,0.00004856544,0.001884319,0.0000930413,0.5788957],"genre_scores_gemma":[0.6851611,0.04476878,0.002322132,0.04505043,0.004916202,0.00009539254,0.002360799,0.0001872395,0.2151379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2177928,"threshold_uncertainty_score":0.4330502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140450939901176,"score_gpt":0.2761979219796721,"score_spread":0.2647934125806604,"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."}}