{"id":"W3035335834","doi":"10.32388/j6mq0e","title":"A Cost Analysis of Overdose Management at a Supervised Consumption Site in Calgary, Canada","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Consumption (sociology); Operations management; Medicine; Managed care; Medical emergency; Population; Business; Total cost; Harm reduction; Program evaluation; Health care; Emergency medicine; Public health; Environmental health; Engineering; Nursing; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001469957,0.0007440973,0.0006528187,0.00377869,0.001531135,0.002029449,0.001923757,0.0006301954,0.00247204],"category_scores_gemma":[0.006555294,0.0004739234,0.00198153,0.007517448,0.0006770958,0.0006733005,0.001137977,0.001059583,0.0001160928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1106494,"about_ca_system_score_gemma":0.06724679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865731,"about_ca_topic_score_gemma":0.9857379,"domain_scores_codex":[0.9966084,0.0005891796,0.0001791599,0.0001835051,0.001346763,0.001092993],"domain_scores_gemma":[0.9945904,0.0009546977,0.0008494821,0.0001283109,0.002764951,0.0007121766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001041427,0.0006275387,0.9205922,0.0008773128,0.001406803,0.0005776892,0.0006127224,0.03246439,0.0003885865,0.002299769,0.006294009,0.03281759],"study_design_scores_gemma":[0.0001966542,0.0006302645,0.9624141,0.0003128778,0.0007313323,0.0002516092,0.003172752,0.02767736,0.0002860404,0.0003712063,0.003883501,0.00007239079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807636,0.001500357,0.0006684358,0.0008496566,0.00002108071,0.0008034328,0.01076399,0.00002577473,0.004603815],"genre_scores_gemma":[0.9915244,0.001112105,0.001123338,0.0002187396,0.00001256292,0.0001991337,0.004449504,0.0000114939,0.001348738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106494,"threshold_uncertainty_score":0.8028212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345964932123868,"score_gpt":0.2902176927289921,"score_spread":0.2556211995166053,"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."}}