{"id":"W1984955463","doi":"10.1111/pme.12489","title":"Societal Economic Benefits Associated with an Extended-Release Opioid with Abuse-Deterrent Technology in the United States","year":2014,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"Purdue Pharma; Purdue University","keywords":"Opioid epidemic; Opioid abuse; Opioid; Medicine; Psychiatry; Environmental health; Public economics; Criminology; Economics; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287828,0.0003302774,0.0005251064,0.0003907357,0.00009668223,0.00001264272,0.0002330233,0.000130555,0.00007200003],"category_scores_gemma":[0.0002080745,0.0001726609,0.00003508033,0.0005693351,0.0003796952,0.00005682743,0.00001566373,0.0003754844,0.00001656345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395817,"about_ca_system_score_gemma":0.0001044198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006199857,"about_ca_topic_score_gemma":0.001107652,"domain_scores_codex":[0.9980653,0.0003265034,0.0003435202,0.0004396488,0.0003545893,0.0004704579],"domain_scores_gemma":[0.9985567,0.0004167396,0.0001635774,0.0006161633,0.00008866024,0.0001581035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002455803,0.005083676,0.8374951,0.0004419957,0.001534257,0.0004932278,0.05766538,0.003715361,0.0003291318,0.003490425,0.004880738,0.08241488],"study_design_scores_gemma":[0.05436927,0.05729047,0.6709422,0.006061264,0.001908202,0.0002744322,0.07661869,0.1188054,0.0004418355,0.002771088,0.008989519,0.00152769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848182,0.0006152713,0.0002624557,0.01315875,0.00004153217,0.0007771825,0.00000765285,0.0001849722,0.0001340029],"genre_scores_gemma":[0.9943618,0.0004265249,0.0002549111,0.00377448,0.0001043067,0.0001670314,0.0008070654,0.00005792339,0.00004594769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166553,"threshold_uncertainty_score":0.7040907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042282602117271,"score_gpt":0.2529918529183148,"score_spread":0.2425690268971421,"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."}}