{"id":"W4387770886","doi":"10.3389/fpubh.2023.1242795","title":"Virtual overdose monitoring services/mobile overdose response services: estimated number of potentially averted drug poisoning fatality events by various telephone and digital-based overdose prevention/harm reduction services in North America","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of Alberta","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Harm reduction; Medicine; Drug overdose; Poison control; Harm; Public health; Case fatality rate; Medical emergency; Environmental health; Population","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":[0.001675942,0.0003240986,0.0003531005,0.001559939,0.0003407718,0.0009057779,0.0008356853,0.00059804,0.003946007],"category_scores_gemma":[0.007790563,0.0003484894,0.001556507,0.001761432,0.0003837148,0.00111565,0.001049151,0.0009245957,0.0004833885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002052807,"about_ca_system_score_gemma":0.001676706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09145772,"about_ca_topic_score_gemma":0.08496818,"domain_scores_codex":[0.9980914,0.0008650842,0.0001877943,0.0003018257,0.0003496875,0.0002042348],"domain_scores_gemma":[0.9922271,0.003326874,0.002871343,0.0002261504,0.0007978711,0.0005508402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002742652,0.0001806154,0.9635009,0.0002047675,0.0004562065,0.0001586706,0.0003340888,0.0148107,0.0001669964,0.0006586958,0.004206582,0.01504739],"study_design_scores_gemma":[0.00007194422,0.0005096797,0.9106406,0.0002502142,0.0004188047,0.0006751019,0.002900183,0.07830403,0.0005133735,0.001212594,0.004454504,0.00004891154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862074,0.0007980473,0.002294059,0.000942198,0.00001841992,0.00009556788,0.007643663,0.00009476649,0.001905894],"genre_scores_gemma":[0.9932429,0.0008670048,0.001273666,0.0001945604,0.00001720549,0.0001149559,0.003613602,0.00001178533,0.0006643918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09145772,"threshold_uncertainty_score":0.1818508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220189589126651,"score_gpt":0.298565700999721,"score_spread":0.2863638051084544,"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."}}