{"id":"W4296808937","doi":"10.1186/s12954-022-00686-6","title":"Challenges for drug checking services in Scotland: a qualitative exploration of police perceptions","year":2022,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Harm reduction; Law enforcement; Public relations; Public health; Legislature; Psychological intervention; Possession (linguistics); Qualitative research; Nursing; Medicine; Political science; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008030596,0.0006203384,0.0009240409,0.002467498,0.01184717,0.006300049,0.002117786,0.001690861,0.003877052],"category_scores_gemma":[0.01844614,0.000973509,0.000491732,0.00355897,0.006945315,0.004200913,0.006581895,0.00331995,0.0003694297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01165531,"about_ca_system_score_gemma":0.01724515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09287379,"about_ca_topic_score_gemma":0.1330328,"domain_scores_codex":[0.9908427,0.004766881,0.0003199559,0.0002933735,0.001151646,0.002625484],"domain_scores_gemma":[0.9865417,0.006726234,0.00218405,0.0002611218,0.001653338,0.002633583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002488141,0.00003121945,0.004781082,0.0001524755,0.000004336476,0.001689843,0.9887092,0.00002237108,0.0003203081,0.000595627,0.0009047462,0.00276383],"study_design_scores_gemma":[0.000001599464,0.00002663405,0.00161985,0.00007543302,0.000002123821,0.0001329165,0.9946151,0.00001984205,0.00003128793,0.00006288483,0.003405226,0.000007044617],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910877,0.0006253003,0.0003588323,0.00445805,0.00008495422,0.0001081408,0.000134436,0.00001146157,0.003131128],"genre_scores_gemma":[0.9957219,0.001169568,0.0003420553,0.001146628,0.0000506646,0.0001113584,0.00006587485,0.00001928271,0.001372532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09287379,"threshold_uncertainty_score":0.1846664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.17368422541988,"score_gpt":0.4400210893910834,"score_spread":0.2663368639712034,"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."}}