{"id":"W3119945683","doi":"10.7759/cureus.12454","title":"First Aid Education for Opioid Overdose Poisoning: Scoping Review","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Opioid overdose; Opioid; Medicine; Drug overdose; Medical emergency; (+)-Naloxone; Emergency medicine; Poison control; Anesthesia; Internal medicine","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":[0.00006385273,0.0001259329,0.0002778446,0.00002037276,0.00008123637,0.00001670033,0.00005091478,0.00004774786,0.0003979813],"category_scores_gemma":[0.0004135602,0.0001170758,0.0001209448,0.0001355229,0.00001224676,0.00006937324,0.00003032232,0.00005674719,0.00006105511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496159,"about_ca_system_score_gemma":0.001008823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002611906,"about_ca_topic_score_gemma":0.00004225526,"domain_scores_codex":[0.9991915,0.0000140245,0.000219524,0.0002652683,0.0001275723,0.0001821662],"domain_scores_gemma":[0.9991916,0.00005741949,0.00006640419,0.000404977,0.0001816969,0.00009791664],"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":[0.0003571118,0.01271544,0.07177781,0.3241385,0.001393672,0.00019195,0.006538946,0.00001815637,0.002501383,0.02022547,0.4314348,0.1287068],"study_design_scores_gemma":[0.007400533,0.001047353,0.01907104,0.4234228,0.002302789,0.0003116879,0.001461825,0.0001383623,0.0127989,0.002009421,0.5290126,0.001022767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02325152,0.945812,0.0005336068,0.01580914,0.001395492,0.003601471,0.00002134117,0.0001365341,0.00943893],"genre_scores_gemma":[0.171869,0.6657041,0.08211995,0.04369961,0.003003628,0.005373976,0.003633466,0.0003791099,0.02421716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2801078,"threshold_uncertainty_score":0.4774214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756363992506722,"score_gpt":0.3525535654840198,"score_spread":0.3249899255589526,"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."}}