{"id":"W4401263503","doi":"10.1177/00220426241269828","title":"New Challenges and Opportunities for Opioid Agonist Treatment Access and Retention: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Journal of Drug Issues","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McGill University; Douglas College","funders":"Health Canada; Institut Universitaire sur les Dépendances; Ministère de la Santé et des Services sociaux","keywords":"Medicine; Referral; Opioid use disorder; Modalities; Buprenorphine; Opioid; Nursing; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003450296,0.000497745,0.00303831,0.000279275,0.00006293916,0.0001494969,0.0001247498,0.0001185769,0.00003122748],"category_scores_gemma":[0.000055738,0.0003013252,0.00063453,0.00006611214,0.00004786374,0.0001917489,0.00008105402,0.0001936933,0.000003136791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00016167,"about_ca_system_score_gemma":0.001181715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001206473,"about_ca_topic_score_gemma":0.00001155088,"domain_scores_codex":[0.9980739,0.00008794512,0.001043972,0.0003203479,0.0002715995,0.0002022254],"domain_scores_gemma":[0.9984767,0.000140516,0.0007033385,0.0002478767,0.0001452133,0.0002863614],"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":[0.00001187443,0.00005016874,4.540986e-7,0.3267653,0.0007467117,0.0001632037,0.0004523767,2.302108e-9,1.943112e-8,0.00008160319,0.003927492,0.6678008],"study_design_scores_gemma":[0.0004079218,0.0004730413,0.00000120526,0.4493799,0.01058471,0.0006288346,0.0002084921,1.285332e-7,8.966668e-7,0.0001197867,0.53807,0.0001250959],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005147621,0.987304,0.000002913675,0.009657541,0.0003692578,0.002275368,0.00002774859,0.00002201828,0.0003360271],"genre_scores_gemma":[5.978507e-7,0.9932349,0.000925696,0.00009338449,0.0007952109,0.0001173546,0.00004498809,0.00007091062,0.004716958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6676757,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2748553458666169,"score_gpt":0.458230003623536,"score_spread":0.1833746577569191,"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."}}