{"id":"W2986078640","doi":"10.1007/s40264-019-00882-7","title":"Effectiveness of Risk Minimization Measures for Fentanyl Buccal Tablet (FENTORA) in Canada: A Mixed-Methods Evaluation Using Surveys, Medical Chart Records and Web Surveillance","year":2019,"lang":"en","type":"article","venue":"Drug Safety","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Teva Canada Innovation","keywords":"Medicine; Medical prescription; Retrospective cohort study; Family medicine; Medical record; Oxycodone; Emergency medicine; Opioid; Medical emergency; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01986322,0.0001405854,0.0004723955,0.0001237485,0.00004366618,0.000007069899,0.00007598454,0.00007934245,0.00006037775],"category_scores_gemma":[0.002685396,0.0001309349,0.00004413291,0.0002922759,0.00003391198,0.0000664406,0.00004213385,0.0001283006,5.565427e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005562195,"about_ca_system_score_gemma":0.001130585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1918654,"about_ca_topic_score_gemma":0.4363087,"domain_scores_codex":[0.9951467,0.003277797,0.0003968056,0.0003086391,0.0006445669,0.0002255121],"domain_scores_gemma":[0.9973998,0.001899409,0.0001738371,0.0002072413,0.0002269238,0.00009276806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007160821,0.00004907721,0.9663836,0.0005267411,0.00005871132,0.000001603936,0.00009131613,0.0005372689,0.0005669509,0.00002156706,0.0001772926,0.03086983],"study_design_scores_gemma":[0.003464935,0.0000291038,0.7723559,0.0002763621,0.00005682518,8.036925e-7,0.0001889486,0.2225703,0.0003562167,0.00003415172,0.0005625044,0.0001039903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773393,0.0004692116,0.01973033,0.0001289286,0.0007254927,0.001420443,0.00009074686,0.00001149106,0.00008401796],"genre_scores_gemma":[0.996691,0.0002638413,0.002670207,0.00002997042,0.00005658749,0.0000288938,0.00021135,0.0000191731,0.00002893828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2444433,"threshold_uncertainty_score":0.813516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558911510227197,"score_gpt":0.3149926602177859,"score_spread":0.299403545115514,"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."}}