{"id":"W4399305676","doi":"10.1097/cxa.0000000000000209","title":"Effectiveness and Public Health Impact of Safer Supply and Opioid Agonist Treatment: A Narrative Review with Recommendations","year":2024,"lang":"en","type":"review","venue":"The Canadian Journal of Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Hydromorphone; Medicine; Medical prescription; Opioid; Dosing; Public health; Emergency medicine; Retrospective cohort study; Cohort; Medical emergency; Pharmacology; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01134828,0.001648863,0.004582446,0.009954819,0.0008145862,0.003906389,0.002406184,0.002733333,0.006448698],"category_scores_gemma":[0.0522037,0.001049774,0.006787916,0.008050754,0.0009964857,0.004094289,0.001879541,0.002425312,0.0005172007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007659326,"about_ca_system_score_gemma":0.02207316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289178,"about_ca_topic_score_gemma":0.02481139,"domain_scores_codex":[0.9921901,0.002782434,0.002645133,0.00054333,0.001512875,0.0003261087],"domain_scores_gemma":[0.9615886,0.02626338,0.007080652,0.0003686707,0.00428815,0.0004105554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001700981,0.00004244467,0.0008666049,0.8528052,0.003523846,0.0001681536,0.0002508014,0.0002293566,0.0001119485,0.001819668,0.01249557,0.1275162],"study_design_scores_gemma":[0.00009372836,0.00008479911,0.001742604,0.9416929,0.01049198,0.0002220183,0.00033944,0.0000735876,0.00009384509,0.0007717981,0.04436957,0.00002369311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002237068,0.99586,0.00008802734,0.002555242,0.0003583511,0.0001611094,0.0002081693,0.000006172048,0.0005391568],"genre_scores_gemma":[0.003431445,0.9936626,0.0003868377,0.001826995,0.0002271303,0.0002536968,0.00009866812,0.000002342596,0.0001102568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01289178,"threshold_uncertainty_score":0.06001616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792252842530128,"score_gpt":0.3589415240800454,"score_spread":0.3210189956547441,"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."}}