{"id":"W2943685349","doi":"10.35502/jcswb.92","title":"The British Columbia Drug Overdose and Alert Partnership: Interpreting and sharing timely illicit drug information to reduce harms","year":2019,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"General partnership; Harm reduction; Public health; Drug overdose; Drug; Information sharing; Medicine; Harm; Flexibility (engineering); Business; Illicit drug; Enforcement; Medical emergency; Poison control; Psychiatry; Nursing; Political science; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001398348,0.000115508,0.0003062897,0.00005246461,0.000948041,0.0007674856,0.0001550621,0.00004574533,0.00002627122],"category_scores_gemma":[0.0001784444,0.0001151644,0.00005527222,0.00009851141,0.00006534689,0.0005871119,0.0002751006,0.0006903401,0.000005382516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007236961,"about_ca_system_score_gemma":0.00004319334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003686029,"about_ca_topic_score_gemma":0.001198156,"domain_scores_codex":[0.9988256,0.0001699563,0.0005141578,0.00007035362,0.0002199586,0.0002000425],"domain_scores_gemma":[0.9987293,0.0004529522,0.0002614216,0.0002386482,0.0001325614,0.000185115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001989112,0.0003026571,0.5766425,0.0008791482,0.0006129582,0.00003478389,0.2097234,0.0001000668,0.0006209118,0.0002634908,0.009005061,0.1998259],"study_design_scores_gemma":[0.007240723,0.0008680358,0.8325999,0.006269514,0.0003706609,0.001447495,0.07468458,0.001951558,0.000574901,0.002536655,0.0709523,0.0005037052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886494,0.0006568838,0.00002607278,0.003451956,0.00009842756,0.000308421,0.000001591534,0.00001364857,0.00679363],"genre_scores_gemma":[0.9954364,0.002057805,0.0001758238,0.001163848,0.00003700505,0.00000190137,0.00000684894,0.00001294003,0.00110742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2559574,"threshold_uncertainty_score":0.7400882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006085042663843474,"score_gpt":0.2456939797919148,"score_spread":0.2396089371280714,"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."}}