{"id":"W4384163765","doi":"10.1016/j.drugpo.2023.104121","title":"Virtual overdose monitoring services and overdose prevention technologies: Opportunities, limitations, and future directions","year":2023,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Harm reduction; (+)-Naloxone; Harm; Drug overdose; Opioid overdose; Medicine; Public health; Consumption (sociology); Business; Poison control; Medical emergency; Public relations; Psychology; Nursing; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.04055931,0.0005856379,0.0007617722,0.001537561,0.002714648,0.01111075,0.005053236,0.005268581,0.02139044],"category_scores_gemma":[0.04901234,0.0003801782,0.001209742,0.00210024,0.006277524,0.01987888,0.008394139,0.007181429,0.001826863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007052212,"about_ca_system_score_gemma":0.04065886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02183917,"about_ca_topic_score_gemma":0.02299531,"domain_scores_codex":[0.97254,0.01880977,0.001428229,0.001060901,0.004391175,0.001769875],"domain_scores_gemma":[0.8872754,0.07722425,0.006132136,0.003647686,0.01565142,0.01006908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003136944,0.0009501303,0.01537191,0.008205482,0.0001185818,0.000244473,0.003399692,0.001203042,0.0003700446,0.2112204,0.09722296,0.6613796],"study_design_scores_gemma":[0.000198082,0.001097561,0.01775676,0.04658666,0.0001994784,0.001024164,0.04140941,0.004299479,0.0008981003,0.1705704,0.7157546,0.0002052981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01014335,0.0765162,0.005382565,0.874944,0.001729979,0.0002440528,0.0004174908,0.0001210614,0.03050126],"genre_scores_gemma":[0.4118204,0.3350164,0.06027014,0.1701435,0.007292578,0.002356773,0.001053815,0.0001780039,0.01186848],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04055931,"threshold_uncertainty_score":0.2145007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735281639057833,"score_gpt":0.333711643847396,"score_spread":0.2963588274568177,"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."}}