{"id":"W2531314602","doi":"10.7202/1044293ar","title":"Dear DTCA, Please Don’t Deceive Me, Don’t Play on My Fantasy","year":2018,"lang":"en","type":"article","venue":"BioéthiqueOnline","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Fantasy; Advertising; Product (mathematics); Face (sociological concept); Subject (documents); Psychology; Direct-to-consumer advertising; Medicine; Sociology; Art; Business; Computer science; Literature; Pharmacology; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003331241,0.000844374,0.0005415278,0.0006392935,0.005995792,0.01049365,0.0009232286,0.004779838,0.02833567],"category_scores_gemma":[0.02071258,0.0003180747,0.0006477115,0.0003801532,0.01096481,0.008268524,0.002930332,0.01759442,0.02437411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128212,"about_ca_system_score_gemma":0.002400312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003542002,"about_ca_topic_score_gemma":0.004726171,"domain_scores_codex":[0.996394,0.001421577,0.00009039536,0.0002772735,0.001412427,0.0004044252],"domain_scores_gemma":[0.9928817,0.002041281,0.0006070642,0.0004621138,0.002223094,0.001784776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000726124,0.0000603614,0.0007308011,0.0001043489,0.00001727125,0.0005736156,0.0125798,0.0000561836,0.001372256,0.05243263,0.9031798,0.02882044],"study_design_scores_gemma":[0.00001205865,0.00004490307,0.0003319691,0.0001297402,0.000007030073,0.002221481,0.007445603,0.0001491824,0.000400661,0.005534476,0.983681,0.00004192193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009659479,0.008252961,0.009733005,0.5301633,0.04567979,0.0001218331,0.0002203564,0.0006483131,0.395521],"genre_scores_gemma":[0.1326796,0.0050156,0.005637886,0.2409369,0.01011284,0.0001413869,0.0001268826,0.0008844674,0.6044643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02833567,"threshold_uncertainty_score":0.09479225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3535807995228492,"score_gpt":0.5472007766479619,"score_spread":0.1936199771251126,"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."}}