{"id":"W4407399955","doi":"10.1177/00220426251320885","title":"Safer Supply: Program Discontinuation and Re-engagement","year":2025,"lang":"en","type":"article","venue":"Journal of Drug Issues","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"Health Canada","keywords":"SAFER; Discontinuation; Medicine; Business; Computer security; Computer science; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008039218,0.0001161265,0.0003381862,0.0002139463,0.00006742075,0.00005544917,0.00008401245,0.00004404403,0.00009535921],"category_scores_gemma":[0.0003454535,0.00008431303,0.00006991967,0.0001728973,0.00005323703,0.0001770239,0.00004819016,0.0003249067,0.00001123835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005751547,"about_ca_system_score_gemma":0.00008135914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001833601,"about_ca_topic_score_gemma":0.00002843541,"domain_scores_codex":[0.9988301,0.0001032815,0.0004566097,0.0001202414,0.0003321179,0.0001576876],"domain_scores_gemma":[0.9992436,0.00009657774,0.0001902091,0.0001574789,0.0002088871,0.0001033063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008095176,0.001448901,0.1339989,0.0003444259,0.0005890264,0.000207224,0.03894791,0.00001203411,0.003729989,0.001014706,0.1676077,0.6512896],"study_design_scores_gemma":[0.005858489,0.002000422,0.2128283,0.002112924,0.0009313796,0.00006787192,0.07989765,0.000321375,0.01646273,0.001659613,0.6775551,0.0003041955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585252,0.003636038,0.00007041774,0.0288374,0.0003241781,0.0004334773,0.000002145717,0.00003513123,0.008135994],"genre_scores_gemma":[0.9768963,0.000895887,0.005408648,0.0002895862,0.0003360302,0.000007543777,0.000004722528,0.00001332147,0.016148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6509855,"threshold_uncertainty_score":0.3438185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364725540933856,"score_gpt":0.3963333980577959,"score_spread":0.3598608439644103,"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."}}