{"id":"W4286268852","doi":"10.1016/j.socscimed.2022.115229","title":"Beyond co-production: The construction of drug checking knowledge in a Canadian supervised injection facility","year":2022,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; British Columbia Centre on Substance Use","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Harm reduction; Nightlife; Production (economics); Coding (social sciences); Drug; Harm; Public relations; Internet privacy; Knowledge management; Computer science; Public health; Medicine; Sociology; Business; Psychology; Political science; Pharmacology; Nursing; Social psychology; Law","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00359971,0.0003208328,0.0004125221,0.002649087,0.01622472,0.006581814,0.004034033,0.001280389,0.006925282],"category_scores_gemma":[0.01422864,0.0004411863,0.0004297978,0.003735917,0.007708037,0.002768233,0.007071632,0.002200284,0.0003099426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06029707,"about_ca_system_score_gemma":0.09054954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9695665,"about_ca_topic_score_gemma":0.9837246,"domain_scores_codex":[0.9955553,0.001384674,0.00009861021,0.0004022804,0.0009381421,0.001620966],"domain_scores_gemma":[0.987691,0.004059526,0.001353354,0.0008868219,0.003577875,0.002431537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001667183,0.0005095513,0.4388434,0.00009854446,0.00005239819,0.001817363,0.4834447,0.0006491795,0.0009683864,0.01306223,0.002993337,0.05739429],"study_design_scores_gemma":[0.00001631446,0.000114227,0.3500945,0.0002551948,0.00006863495,0.000288894,0.6245651,0.002583527,0.0007948097,0.00375325,0.01738622,0.00007933371],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763411,0.0001201017,0.0008720476,0.001976174,0.0000142103,0.00009446682,0.0001988786,0.00001542851,0.02036757],"genre_scores_gemma":[0.9973683,0.00005186683,0.0005433516,0.0000746275,0.00000184631,0.00001223983,0.00006663493,0.000007644575,0.001873421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9837753,"threshold_uncertainty_score":0.4374879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305708710646975,"score_gpt":0.3524363485942351,"score_spread":0.3093792614877653,"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."}}