{"id":"W6989015592","doi":"","title":"Accessing and Implementing Community Drug Checking in Smaller Urban Vancouver Island: Contextual Factors to Consider","year":2023,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Harm reduction; Service (business); Resource (disambiguation); Service provider; Harm; Consumption (sociology); Anonymity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00143244,0.0002248104,0.0004077185,0.0007178443,0.009960108,0.004782455,0.001664391,0.000660608,0.005969625],"category_scores_gemma":[0.005634605,0.0003776977,0.0002657049,0.00148292,0.002973097,0.001430127,0.003752653,0.002112305,0.0002386798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01333259,"about_ca_system_score_gemma":0.0310055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7811227,"about_ca_topic_score_gemma":0.9258929,"domain_scores_codex":[0.997248,0.0009868913,0.00008440624,0.0001671688,0.0003558309,0.001157657],"domain_scores_gemma":[0.9942002,0.001215553,0.0004875415,0.0001225105,0.0007862307,0.003187853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001597913,0.001311875,0.5622904,0.0005948705,0.00008621114,0.003444919,0.3503024,0.0004180791,0.0008630884,0.003553617,0.01093588,0.06603878],"study_design_scores_gemma":[0.00001184179,0.0001081725,0.3055074,0.0004464338,0.00002235439,0.0002198624,0.6799722,0.0002770913,0.00009917944,0.0004213412,0.01287878,0.00003548206],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828532,0.0003561984,0.0001639846,0.004075318,0.00003984484,0.0001544079,0.0001562681,0.000008125893,0.01219272],"genre_scores_gemma":[0.9962559,0.0005661337,0.0003644869,0.0007386079,0.00001114498,0.00008995837,0.000124297,0.000008649295,0.001840837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2188773,"threshold_uncertainty_score":0.4403327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07788002334802312,"score_gpt":0.3688210848007772,"score_spread":0.2909410614527541,"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."}}