{"id":"W2915841638","doi":"10.1093/pm/pny298","title":"National Trends in Prescription Opioid Risk Mitigation Practices: Implications for Prescriber Education","year":2018,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Axdev Group (Canada)","funders":"Centers for Disease Control and Prevention; School of Medicine, Boston University","keywords":"Medicine; Medical prescription; Opioid; Opioid abuse; Family medicine; Nursing; 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":[],"consensus_categories":[],"category_scores_codex":[0.001445862,0.0001636549,0.0002229594,0.0004720994,0.0001258978,0.00001241947,0.00007982495,0.00009804087,0.0002759251],"category_scores_gemma":[0.003677593,0.000138175,0.00005434904,0.0005246343,0.0001291402,0.0001915741,0.00001113634,0.0001314337,0.00002387481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147592,"about_ca_system_score_gemma":0.0003757309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005020658,"about_ca_topic_score_gemma":0.0002446991,"domain_scores_codex":[0.998499,0.0001785249,0.0004151493,0.0003805111,0.0003056557,0.0002211539],"domain_scores_gemma":[0.9981572,0.0003656196,0.0004034267,0.0003044148,0.0006524625,0.0001168962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004559742,0.001862656,0.4256257,0.0003731131,0.0001636172,5.240468e-7,0.007254019,0.000008490635,0.005131855,0.00586744,0.2520044,0.3012522],"study_design_scores_gemma":[0.003079993,0.001095941,0.8971344,0.0003761525,0.0002575387,0.000007268937,0.0009365797,0.002722474,0.0002366654,0.00960635,0.08440811,0.0001385822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7139217,0.006067973,0.02804546,0.1895602,0.001920625,0.007109272,0.0001789051,0.0004517397,0.05274413],"genre_scores_gemma":[0.9798679,0.0003361289,0.008094275,0.003218691,0.001841341,0.001510471,0.002187373,0.00003779743,0.002905961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4715087,"threshold_uncertainty_score":0.5634614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03675037862964679,"score_gpt":0.3794871339896093,"score_spread":0.3427367553599625,"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."}}