{"id":"W4206023617","doi":"10.1177/87551225211051593","title":"Media Generation and Pharmacy Regulatory Authority Awareness","year":2022,"lang":"en","type":"article","venue":"Journal of Pharmacy Technology","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Public trust; Public relations; Test (biology); Nova scotia; Newspaper; Pharmacy; Business; Corporate governance; Credibility; The Internet; Political science; Advertising; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002885188,0.0003173744,0.0005823599,0.0007580412,0.001102974,0.00002346064,0.000725095,0.0003004961,0.004086553],"category_scores_gemma":[0.0002872041,0.0003240478,0.0001510074,0.0008006305,0.0004901414,0.0003398666,0.0004765448,0.00565961,0.00001577246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003107241,"about_ca_system_score_gemma":0.0006236912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002034043,"about_ca_topic_score_gemma":0.000006710825,"domain_scores_codex":[0.9962798,0.001159771,0.001036589,0.000380503,0.0004832609,0.000660056],"domain_scores_gemma":[0.997763,0.0003560752,0.0007076552,0.0002257952,0.0003480953,0.0005993252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002153853,0.001423583,0.3789202,0.0001920537,0.0006309414,0.001567337,0.001438332,0.001255577,0.3715081,0.0171062,0.0461184,0.1776854],"study_design_scores_gemma":[0.00652143,0.0002549493,0.0008533883,0.00001022542,0.0003799184,0.002828869,0.000647342,0.02159477,0.1337209,0.002519833,0.8302613,0.0004070055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645247,0.007535706,0.0001321928,0.02215249,0.004700042,0.0003108241,0.0001079189,0.0001435689,0.0003925762],"genre_scores_gemma":[0.9935223,0.001266979,0.000295139,0.003259251,0.001342101,0.00005437599,0.00001714102,0.0000382408,0.0002044249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7841429,"threshold_uncertainty_score":0.9999211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4484222116614633,"score_gpt":0.5534302655559896,"score_spread":0.1050080538945263,"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."}}