{"id":"W3189963089","doi":"10.1111/dar.13373","title":"Using passive surveillance technology for overdose prevention: Key ethical and implementation issues","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Natural Sciences and Engineering Research Council of Canada; 3v Geomatics (Canada); British Columbia Centre on Substance Use","funders":"Michael Smith Health Research BC","keywords":"Transparency (behavior); Key (lock); Liability; Business; Internet privacy; Computer security; Risk analysis (engineering); Public relations; Medical emergency; Medicine; Political science; Computer science; Finance","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":[0.1254875,0.0005746695,0.001214608,0.001100436,0.002480568,0.007820264,0.003521405,0.01262906,0.003344016],"category_scores_gemma":[0.154243,0.0005295133,0.001268762,0.001257886,0.0140824,0.01100108,0.004948934,0.01471195,0.001421034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003731127,"about_ca_system_score_gemma":0.02433655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00596625,"about_ca_topic_score_gemma":0.006956413,"domain_scores_codex":[0.8815808,0.08926056,0.0073396,0.002616668,0.01723666,0.001965716],"domain_scores_gemma":[0.7399715,0.2117169,0.008896413,0.008688862,0.02715185,0.003574559],"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":[0.0001310756,0.000286814,0.002743145,0.01154966,0.00008824562,0.0006173005,0.009082375,0.0004387687,0.001205542,0.2705555,0.1286155,0.5746861],"study_design_scores_gemma":[0.00007260375,0.0003798438,0.002722957,0.03239817,0.0000777662,0.001933035,0.007360983,0.0003650476,0.001251848,0.072736,0.8806169,0.0000849761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00240584,0.2585234,0.01276502,0.6970091,0.00494746,0.0004568506,0.00008193856,0.00006759619,0.02374271],"genre_scores_gemma":[0.1054058,0.5202693,0.05505448,0.2936758,0.009534488,0.003562782,0.0001607253,0.000129913,0.01220674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1254875,"threshold_uncertainty_score":0.6636494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09773039779083866,"score_gpt":0.4767097972016536,"score_spread":0.3789793994108149,"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."}}