{"id":"W4388623535","doi":"10.1080/00952990.2023.2271642","title":"Investigating uses of peer-operated Virtual Overdose Monitoring Services (VOMS) beyond overdose response: a qualitative study","year":2023,"lang":"en","type":"article","venue":"The American Journal of Drug and Alcohol Abuse","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Harm; Harm reduction; Peer support; Medicine; Mental health; Referral; Medical emergency; Health care; Psychology; Nursing; Psychiatry; Public health; Social psychology","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":[0.01308589,0.0004329612,0.0006441155,0.001464774,0.006597464,0.003267462,0.001723536,0.001488791,0.003901297],"category_scores_gemma":[0.02243952,0.0007903501,0.0004609133,0.001373726,0.006565353,0.004405361,0.0063473,0.002094562,0.0003595373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003769322,"about_ca_system_score_gemma":0.004928017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006752517,"about_ca_topic_score_gemma":0.009594075,"domain_scores_codex":[0.9866057,0.01042146,0.00038084,0.0004611424,0.0007455394,0.00138533],"domain_scores_gemma":[0.973888,0.01986412,0.001789933,0.0005290702,0.001620069,0.002308655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002404192,0.00004338852,0.003628472,0.0001736163,0.000004997858,0.0007985611,0.9907175,0.000024342,0.0004922139,0.0006587411,0.0002287131,0.003205369],"study_design_scores_gemma":[0.000002500297,0.00005745973,0.001306869,0.0001070303,0.000002624367,0.0001673787,0.9952204,0.00004510729,0.0001224089,0.0000786349,0.002883416,0.000006248683],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923757,0.0004384817,0.001386808,0.001407662,0.00003784333,0.0002241306,0.0001083403,0.00001515838,0.004005896],"genre_scores_gemma":[0.9964786,0.0006550209,0.0007423594,0.0004586357,0.00001277496,0.0002669526,0.00004253397,0.00001650189,0.001326584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01308589,"threshold_uncertainty_score":0.06920558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356814734476141,"score_gpt":0.4017898800985105,"score_spread":0.3482217327537491,"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."}}