{"id":"W4367609793","doi":"10.32920/22726565.v1","title":"Insights on Prison Needle and Syringe Programs: Research With Former Prisoners in Canada","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; Syringe; SAFER; Context (archaeology); Harm; Criminology; Drug injection; Political science; Medicine; Public relations; Nursing; Law; Psychology; Psychiatry; Drug; Computer security; Public health; Geography","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":[0.005245179,0.0004776726,0.0008719504,0.002332315,0.03482701,0.007973094,0.002589193,0.001799266,0.004524522],"category_scores_gemma":[0.009920033,0.0008096019,0.0004432318,0.003723373,0.01122447,0.002803813,0.005378983,0.004205298,0.0002763939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1024615,"about_ca_system_score_gemma":0.1576958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864828,"about_ca_topic_score_gemma":0.9961687,"domain_scores_codex":[0.9942884,0.001773556,0.0001784837,0.0004412748,0.001049645,0.002268501],"domain_scores_gemma":[0.9884139,0.003110234,0.0008624662,0.0002110285,0.003757684,0.003644699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001889231,0.00006777078,0.01087341,0.00009995547,0.000004814992,0.0004044351,0.9822112,0.00002674201,0.0002246006,0.0009811685,0.001407323,0.003679649],"study_design_scores_gemma":[0.000002777565,0.00001763306,0.007370044,0.0001209635,0.000004429478,0.00004507386,0.9868199,0.00002615189,0.0000497105,0.000051158,0.005480409,0.0000117141],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980123,0.001385657,0.0002057426,0.006052767,0.00007611339,0.0001803643,0.0002765266,0.000009837501,0.01169002],"genre_scores_gemma":[0.9896375,0.001923154,0.0003517286,0.001944003,0.00001504666,0.00009966365,0.0001205806,0.00001995734,0.005888161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1024615,"threshold_uncertainty_score":0.7434138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1761447114505778,"score_gpt":0.3909415063153533,"score_spread":0.2147967948647755,"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."}}