{"id":"W2491861834","doi":"","title":"Should Direct to Consumer Advertisements (DTCA) of Prescription Drugs Remain Banned in Malaysia","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Direct-to-consumer advertising; Medical prescription; Business; Advertising; Pharmacology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002886136,0.0001580255,0.0001579525,0.0004672938,0.001212846,0.003214817,0.0004940093,0.002625862,0.005995145],"category_scores_gemma":[0.005953981,0.000238024,0.0002655068,0.0005364681,0.001809294,0.001867645,0.0007191929,0.002510392,0.001151941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002611666,"about_ca_system_score_gemma":0.007097851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02239859,"about_ca_topic_score_gemma":0.02686709,"domain_scores_codex":[0.998242,0.0004715039,0.0001791317,0.0001792736,0.0006362484,0.0002918649],"domain_scores_gemma":[0.9941713,0.002057538,0.001976534,0.0003233953,0.0009204515,0.0005506527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008361059,0.0009875911,0.1378467,0.003423881,0.0001061892,0.003806909,0.01465416,0.0007173356,0.0314973,0.2115099,0.1220141,0.4725998],"study_design_scores_gemma":[0.00006200201,0.0004333306,0.2080322,0.001942815,0.0001244197,0.003006392,0.005449251,0.0008518504,0.01129566,0.007599241,0.7610483,0.0001544742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4886193,0.02063114,0.002701925,0.1683546,0.00239408,0.0003463618,0.0008675564,0.000353141,0.3157319],"genre_scores_gemma":[0.8921204,0.006161464,0.002959505,0.03678377,0.0005905227,0.00006744263,0.0001783688,0.00004090486,0.06109762],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02239859,"threshold_uncertainty_score":0.04453641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202503275690035,"score_gpt":0.4889041216576397,"score_spread":0.2864008459676047,"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."}}