{"id":"W4412183762","doi":"10.24124/2025/30503","title":"Factors influencing opioid agonist therapy retention among individuals with opioid use disorder in primary care","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid use disorder; Opioid; Agonist; Primary care; Medicine; Psychology; Clinical psychology; Internal medicine; Family medicine; Receptor","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":[0.001947831,0.0001423841,0.0004113249,0.001439323,0.0007349191,0.001474735,0.0003538545,0.0005274889,0.002255677],"category_scores_gemma":[0.01308638,0.0001662107,0.0009172545,0.002476798,0.0003927314,0.00107662,0.0007302497,0.0005744039,0.0001212102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422203,"about_ca_system_score_gemma":0.007058279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0270964,"about_ca_topic_score_gemma":0.0725419,"domain_scores_codex":[0.9988324,0.0004734202,0.0002404727,0.0001037554,0.0002403331,0.000109667],"domain_scores_gemma":[0.9945161,0.003566627,0.001204645,0.0000628968,0.0004825711,0.0001671662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001880297,0.0003625945,0.3830878,0.0941186,0.002207353,0.0008345045,0.03290728,0.0001551792,0.0003515139,0.001872564,0.01041944,0.4734951],"study_design_scores_gemma":[0.00008351023,0.0004468704,0.7855551,0.1300912,0.004751618,0.001422066,0.03928562,0.0001772936,0.0002475308,0.001106463,0.03677671,0.00005602448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2917308,0.6889243,0.0002604874,0.009874701,0.0001976115,0.000227048,0.001161898,0.00001053493,0.007612631],"genre_scores_gemma":[0.6068949,0.3874438,0.001073927,0.002842733,0.0001325413,0.0002072539,0.000636904,0.000005875013,0.0007621933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0270964,"threshold_uncertainty_score":0.05387735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07325203258165364,"score_gpt":0.3568680985296563,"score_spread":0.2836160659480027,"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."}}