{"id":"W2765482791","doi":"10.1016/j.jval.2017.08.1592","title":"Trends In Fda Drug Promotion Enforcement Letters Over A Ten-Year Period","year":2017,"lang":"en","type":"article","venue":"Value in Health","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Enforcement; Revenue; Promotion (chess); Business; Advertising; Product (mathematics); Prescription drug; Medical prescription; Marketing; Public relations; Medicine; Finance; Political science; Law; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001408142,0.0002259267,0.0003240365,0.005115874,0.0006743601,0.002295953,0.0007181297,0.001231076,0.004271543],"category_scores_gemma":[0.0103552,0.0002252084,0.0004729228,0.007735406,0.0003618871,0.00184195,0.0008034222,0.001376559,0.001699784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189192,"about_ca_system_score_gemma":0.001796598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02580342,"about_ca_topic_score_gemma":0.03129923,"domain_scores_codex":[0.9974381,0.0002590722,0.0006165376,0.0003480799,0.0008625506,0.0004756981],"domain_scores_gemma":[0.9707502,0.002950183,0.01823155,0.0002447626,0.006342542,0.001480698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004332028,0.0001775092,0.965277,0.0002260454,0.00005785966,0.0002796373,0.0007821039,0.0001484607,0.0005187695,0.0002892478,0.009223556,0.02258666],"study_design_scores_gemma":[0.000005127849,0.0001083923,0.9891483,0.00006900291,0.00001466131,0.0005395657,0.001586948,0.0002546663,0.0002767697,0.00003015771,0.007955219,0.00001118676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959389,0.003234786,0.0003881325,0.003632876,0.0001855259,0.00006034521,0.01930386,0.0001736718,0.0136318],"genre_scores_gemma":[0.9760365,0.002804729,0.0005380131,0.001210742,0.0002660149,0.00007382588,0.01197458,0.00004017221,0.007055505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02580342,"threshold_uncertainty_score":0.05130643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4513791833501678,"score_gpt":0.5552794849824366,"score_spread":0.1039003016322688,"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."}}