{"id":"W4408148086","doi":"10.1097/cxa.0000000000000224","title":"Adapting Approaches to the Toxic Street Drug Overdose Crisis","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug overdose; Drug; Business; Medicine; Criminology; Medical emergency; Pharmacology; Psychology; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01268091,0.0005554307,0.0006654384,0.001248168,0.01602444,0.01174049,0.003679811,0.006435397,0.008705152],"category_scores_gemma":[0.02493741,0.0006079678,0.001284611,0.001029092,0.01523731,0.01422356,0.02835116,0.01580719,0.001725853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00855321,"about_ca_system_score_gemma":0.01994116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008659089,"about_ca_topic_score_gemma":0.02516439,"domain_scores_codex":[0.9846874,0.01019831,0.0004253242,0.0005809752,0.001946566,0.002161505],"domain_scores_gemma":[0.9868029,0.003098166,0.001034891,0.0005939433,0.001824008,0.006646153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007012305,0.0007718576,0.008705492,0.000697786,0.00007751543,0.006694632,0.7474648,0.0004248986,0.0009382861,0.03732711,0.1007515,0.09607594],"study_design_scores_gemma":[0.00002944528,0.0001921312,0.003096058,0.0009271345,0.00001847444,0.002283377,0.6921627,0.0004004537,0.0001993977,0.01972671,0.2808764,0.00008779737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3006381,0.009220699,0.01622483,0.5457445,0.007679946,0.0008313141,0.0001197925,0.0004494446,0.1190914],"genre_scores_gemma":[0.837317,0.01440179,0.01626099,0.1073963,0.00165721,0.0005731369,0.0001344869,0.0003869327,0.0218721],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9913409,"threshold_uncertainty_score":0.06706393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680133334354737,"score_gpt":0.2441023346930654,"score_spread":0.207301001349518,"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."}}