{"id":"W4367832252","doi":"10.32920/22726574.v1","title":"“It Goes on Everywhere”: Injection Drug Use in Canadian Federal Prisons","year":2023,"lang":"en","type":"preprint","venue":"","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Harm reduction; Drug injection; Harm; Syringe; Medicine; Human immunodeficiency virus (HIV); Political science; Criminology; Family medicine; Psychology; Psychiatry; Law","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":[0.001733561,0.000282323,0.0003994135,0.001526161,0.01754455,0.003521977,0.001595585,0.001118774,0.003405947],"category_scores_gemma":[0.004612354,0.0003968203,0.0004945837,0.002451617,0.004858729,0.001411925,0.002852334,0.001944072,0.0001304429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09182575,"about_ca_system_score_gemma":0.1051334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951851,"about_ca_topic_score_gemma":0.9981105,"domain_scores_codex":[0.9980121,0.0003557352,0.00008511256,0.000167492,0.0004972307,0.0008824849],"domain_scores_gemma":[0.9963731,0.0004390325,0.0005752911,0.00007450151,0.00136657,0.001171599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009964351,0.0001229753,0.2228815,0.0005851043,0.00003720659,0.001454793,0.7348081,0.000110177,0.0008562446,0.003130742,0.01230561,0.02360798],"study_design_scores_gemma":[0.000004625228,0.00004411776,0.2201064,0.0005439683,0.00002502968,0.0002835414,0.7612537,0.00008464533,0.0001285245,0.0001175971,0.01734796,0.00005996263],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794988,0.002040235,0.00009831578,0.008296989,0.00009730409,0.00008555031,0.0005073751,0.00000776483,0.009367724],"genre_scores_gemma":[0.9949882,0.001443389,0.0001134978,0.001132001,0.00001350211,0.00003153469,0.0001293858,0.000005625793,0.002142899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09182575,"threshold_uncertainty_score":0.6662456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08749479215958188,"score_gpt":0.3551477228315787,"score_spread":0.2676529306719968,"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."}}