{"id":"W2608760748","doi":"10.7196/samj.2017.v107i5.12242","title":"Codeine misuse and dependence in South Africa: Perspectives of addiction treatment providers","year":2017,"lang":"en","type":"article","venue":"South African Medical Journal","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; European Commission; McGill University","keywords":"Codeine; Motivational interviewing; Medicine; Psychiatry; Psychosocial; Psychological intervention; Addiction; Denial; Contingency management; Detoxification (alternative medicine); Prescription Drug Misuse; Buprenorphine; Family medicine; Opioid; Psychology; Alternative medicine; Opioid use disorder; Psychotherapist; Intervention (counseling); Pharmacology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003177512,0.000254483,0.0003199058,0.0007064894,0.008027023,0.003473877,0.0005787553,0.001862978,0.007923446],"category_scores_gemma":[0.007050407,0.000495327,0.0002787056,0.001288325,0.002919822,0.002622038,0.004227976,0.003297169,0.0002952666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00428842,"about_ca_system_score_gemma":0.01162869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04206135,"about_ca_topic_score_gemma":0.07770699,"domain_scores_codex":[0.9965952,0.001806389,0.0001268465,0.000112488,0.0003644545,0.0009945484],"domain_scores_gemma":[0.9919511,0.002773155,0.00140686,0.00007175989,0.0007455357,0.003051666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000137188,0.0003264255,0.1427729,0.001415777,0.00004646913,0.005393488,0.7896348,0.00007647608,0.001593458,0.003004525,0.01525266,0.04034578],"study_design_scores_gemma":[0.00002201603,0.0001566945,0.03709362,0.0009754106,0.00001887479,0.001368603,0.9402019,0.00007321446,0.00008782536,0.0003156005,0.01966718,0.00001920069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730941,0.008648488,0.0002142877,0.1074609,0.0003554565,0.00008872036,0.0001324188,0.000007778996,0.009997803],"genre_scores_gemma":[0.9716213,0.01264432,0.0002776049,0.01325734,0.0001401856,0.00007448043,0.00005083389,0.00001088186,0.001923088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04206135,"threshold_uncertainty_score":0.08363307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051786557988157,"score_gpt":0.2879317269677047,"score_spread":0.2674138613878232,"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."}}