{"id":"W2775634389","doi":"10.5055/jom.2017.0415","title":"Do abuse deterrent opioid formulations work?","year":2017,"lang":"en","type":"review","venue":"Journal of Opioid Management","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrocodone; Oxycodone; Medicine; Substance abuse; Opioid; Addiction; Morphine; Methadone; Psychiatry; Pharmacology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004821946,0.0007377662,0.002826648,0.001048656,0.0002156397,0.0002381217,0.0007823795,0.0002623678,0.0002095154],"category_scores_gemma":[0.00004226883,0.0005250849,0.001894147,0.00028687,0.00006375676,0.0002363284,0.0002375901,0.0007223708,0.0002432326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008106812,"about_ca_system_score_gemma":0.0003762144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003699395,"about_ca_topic_score_gemma":0.000001232006,"domain_scores_codex":[0.9960658,0.00008216023,0.001896064,0.0004455117,0.0009911743,0.0005192662],"domain_scores_gemma":[0.995256,0.00007636612,0.002548456,0.00149801,0.0002373302,0.000383853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005291351,0.0006875629,0.00008601048,0.01797405,0.002764862,0.0009159551,0.0003453932,0.000002996126,2.303963e-8,0.0002032101,0.008441316,0.9685257],"study_design_scores_gemma":[0.00163936,0.0003588068,0.0005329397,0.04202217,0.009520938,0.0002661349,0.00007647411,0.000001777489,3.243667e-7,0.0001319153,0.945079,0.0003701806],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006098333,0.9897144,0.000366953,0.0001121162,0.001831493,0.002248091,0.00001771946,0.00003363017,0.005614615],"genre_scores_gemma":[0.00006174797,0.9888531,0.005715632,0.00007577438,0.0006606733,0.0001310367,0.00008033272,0.00012217,0.004299558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9681555,"threshold_uncertainty_score":0.9997201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09124028618090124,"score_gpt":0.392676479984153,"score_spread":0.3014361938032518,"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."}}