{"id":"W4406877129","doi":"10.1177/08445621251314227","title":"Safer Stimulant Supply: Program Outcomes","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Health Canada","keywords":"Stimulant; SAFER; Harm; Medicine; Harm reduction; Medical emergency; Environmental health; Chart; Psychiatry; Public health; Nursing; Psychology; Computer security; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.007707702,0.0002485425,0.0003126418,0.002071118,0.001386823,0.001975194,0.0008886576,0.0003696841,0.008378353],"category_scores_gemma":[0.0331753,0.0001627201,0.0006888526,0.002367634,0.0005639263,0.0019118,0.002848043,0.001165648,0.0004530442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752475,"about_ca_system_score_gemma":0.008519922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02720798,"about_ca_topic_score_gemma":0.04546749,"domain_scores_codex":[0.9936015,0.001970373,0.0006906582,0.0003293751,0.002326896,0.001081178],"domain_scores_gemma":[0.9563312,0.006466378,0.02272181,0.00103789,0.008651117,0.004791545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007248842,0.002293009,0.8369048,0.0009624366,0.0002617432,0.00008867168,0.001552511,0.0004666355,0.0001799775,0.0003986623,0.004113098,0.1520536],"study_design_scores_gemma":[0.00007398734,0.001050116,0.9922465,0.0003133295,0.0001265467,0.00006054575,0.001478453,0.0002671834,0.0004216829,0.0001340848,0.003811025,0.00001661265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969899,0.001488987,0.0006546108,0.002680748,0.00008240504,0.001105385,0.006959145,0.0001335493,0.01699612],"genre_scores_gemma":[0.9916642,0.0008276127,0.001180003,0.0003331645,0.00006738188,0.0004797572,0.003005935,0.00002679586,0.002415265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.972792,"threshold_uncertainty_score":0.0540992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08046772776926038,"score_gpt":0.4697139750275461,"score_spread":0.3892462472582858,"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."}}