{"id":"W4405217668","doi":"10.1080/10826084.2024.2434005","title":"Medications for Opioid Use Disorder in People Who Inject Substances: Reflection on the Potential Place of Morphine Sulfate as Substitution Treatment? Results of COSINUS Cohort Study","year":2024,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use","funders":"Institut pour la Recherche en Santé Publique; Mission Interministérielle de Lutte Contre les Drogues et les Conduites Addictives; Institut National de la Santé et de la Recherche Médicale","keywords":"Buprenorphine; Opioid use disorder; Methadone; Craving; Context (archaeology); Medicine; Heroin; Addiction; Harm reduction; Cohort; Opiate Substitution Treatment; Opioid; Psychiatry; Medical prescription; Drug; Pharmacology; Family medicine; Human immunodeficiency virus (HIV); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008070956,0.0003659124,0.0007164842,0.0004208299,0.0001550357,0.00005702002,0.0002019668,0.0001520219,0.00002978273],"category_scores_gemma":[0.0007677082,0.000263407,0.0001647948,0.001565372,0.0002744756,0.0004345705,0.00001816711,0.0002953273,0.00001594787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005509948,"about_ca_system_score_gemma":0.0004310664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004724957,"about_ca_topic_score_gemma":0.04829882,"domain_scores_codex":[0.9969468,0.0002197287,0.000986289,0.0007242227,0.0007204002,0.0004026117],"domain_scores_gemma":[0.9970593,0.001183201,0.0003118906,0.0009629588,0.0003635792,0.0001190058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03620114,0.01181778,0.7423784,0.0009802069,0.002813366,0.0003827268,0.160185,0.005993003,0.02373569,0.00547694,0.004217447,0.005818266],"study_design_scores_gemma":[0.03301185,0.0107487,0.8301523,0.004100052,0.003401693,0.00009354784,0.05702553,0.01532212,0.03562164,0.0008191646,0.008383214,0.001320162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922779,0.001121913,0.0004731264,0.0007441565,0.0004063498,0.00424771,0.0004811412,0.000119676,0.0001280098],"genre_scores_gemma":[0.9946087,0.002047861,0.0001796101,0.00003352481,0.00009615879,0.0005029434,0.000340717,0.00006763687,0.002122862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031595,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05185378282098715,"score_gpt":0.358490429444413,"score_spread":0.3066366466234258,"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."}}