{"id":"W3210858651","doi":"10.1371/journal.pone.0259126","title":"Adverse events related to bystander naloxone administration in cases of suspected opioid overdose in British Columbia: An observational study","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"British Columbia Centre for Disease Control; Ministry of Health, British Columbia","keywords":"(+)-Naloxone; Opioid overdose; Medicine; Odds ratio; Bystander effect; Opioid; Adverse effect; Odds; Anesthesia; Emergency medicine; Logistic regression; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0001256451,0.00009549287,0.0003942357,0.00008517875,0.00002739206,0.00001298621,0.00004769519,0.0000735387,0.0004484621],"category_scores_gemma":[0.000423394,0.000156716,0.00003183439,0.0007159411,0.0000137477,0.0001336036,0.00003323103,0.0001344708,0.00000734679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605298,"about_ca_system_score_gemma":0.0004741299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007097343,"about_ca_topic_score_gemma":0.2341496,"domain_scores_codex":[0.9983291,0.0001119465,0.000511553,0.0003487683,0.0005227095,0.0001759433],"domain_scores_gemma":[0.9992096,0.00006260719,0.00007733905,0.0002721647,0.0002739077,0.0001043818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001816969,0.04511993,0.9471702,0.0001006631,0.0001968508,0.001759782,0.00114935,0.000008804785,0.004225539,0.000005739152,0.0000174106,0.00006404534],"study_design_scores_gemma":[0.005829311,0.001819275,0.9862942,0.0006486684,0.0001483601,0.00002792108,0.003592243,0.00007571797,0.001332331,0.0001115547,0.000002028832,0.0001183917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981489,0.0001175898,8.583036e-7,0.0001973188,0.00002950205,0.001336298,0.00006438664,0.00002921319,0.00007600342],"genre_scores_gemma":[0.9974095,0.0000348267,0.001045891,0.00008044553,0.00001277543,0.0001170381,0.0006266098,0.00002165513,0.0006512759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2270522,"threshold_uncertainty_score":0.9995145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08629431488683201,"score_gpt":0.3137507302470219,"score_spread":0.2274564153601899,"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."}}