{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001229993,0.0005465516,0.0005125992,0.0002049068,0.0007434538,0.00004010136,0.0006246643,0.001542757,0.01199257],"category_scores_gemma":[0.0003929441,0.0004921576,0.0001923101,0.0004386562,0.0008489933,0.0001779336,0.0001768252,0.003246954,0.002708088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345271,"about_ca_system_score_gemma":0.0003343454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009795112,"about_ca_topic_score_gemma":0.0002413349,"domain_scores_codex":[0.9959072,0.0009775461,0.0007123981,0.0008147883,0.0003604215,0.001227646],"domain_scores_gemma":[0.9968916,0.0007114597,0.0002190289,0.0005241468,0.0003417892,0.001311955],"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":[0.01892772,0.008378941,0.05672045,0.0007364069,0.001795986,0.001792249,0.00474794,0.0002433888,0.1986799,0.07488731,0.5086675,0.1244222],"study_design_scores_gemma":[0.002878588,0.001063312,0.003633366,0.00007585832,0.0001731142,0.00006113764,0.0002291296,0.002250022,0.1292932,0.001149874,0.8585299,0.0006625444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374379,0.001148528,0.0001521799,0.02422921,0.004110315,0.001279457,0.001301985,0.0006077286,0.02973273],"genre_scores_gemma":[0.9413218,0.0005662041,0.000560252,0.04976976,0.004147036,0.00007577705,0.000212658,0.00006994915,0.003276529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3498624,"threshold_uncertainty_score":0.9997535,"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."}}