{"id":"W2980625487","doi":"","title":"A Systematic Review of Interventions and Programs Targeting Appropriate Prescribing of Opioids.","year":2019,"lang":"en","type":"review","venue":"PubMed","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Psychological intervention; Medical prescription; MEDLINE; Systematic review; Family medicine; Population; Health care; Psychiatry; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0275221,0.002634289,0.01011672,0.02292288,0.001702745,0.00390169,0.003000986,0.003198875,0.008882666],"category_scores_gemma":[0.1086713,0.001785752,0.008249012,0.02152841,0.001551161,0.004409094,0.00240406,0.002289843,0.0009600125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211928,"about_ca_system_score_gemma":0.05215412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358899,"about_ca_topic_score_gemma":0.04457231,"domain_scores_codex":[0.9623763,0.01691899,0.01153988,0.001592031,0.006857404,0.0007153323],"domain_scores_gemma":[0.943082,0.03563791,0.01182625,0.0010325,0.007629659,0.0007916693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000153,0.00003290715,0.0003452716,0.9608617,0.002638177,0.00007532156,0.0002722658,0.00009111963,0.00009529023,0.0002641292,0.00169686,0.03347384],"study_design_scores_gemma":[0.0003534835,0.0001919921,0.001632431,0.9656109,0.01814672,0.0001141084,0.0002665079,0.00006678537,0.0001124887,0.000226071,0.01325694,0.00002166647],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001495123,0.9874508,0.0007107604,0.0008278174,0.0004428733,0.006629177,0.001120346,0.00003904912,0.001284066],"genre_scores_gemma":[0.01536436,0.9684673,0.004885607,0.0008756037,0.0001272463,0.009456244,0.0004954571,0.00001301426,0.0003152567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0275221,"threshold_uncertainty_score":0.1455525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08154275420318066,"score_gpt":0.3281545420182145,"score_spread":0.2466117878150339,"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."}}