{"id":"W2940358380","doi":"10.1097/01.jaa.0000552731.88186.5f","title":"Three common misconceptions about the FDA","year":2019,"lang":"en","type":"article","venue":"JAAPA","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Quality (philosophy); Business; Public relations; Regulatory agency; Medicine; Internet privacy; Process (computing); Marketing; Political science; Computer science; Public administration","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006693433,0.0001829277,0.0002179157,0.00003417382,0.0004617651,0.00002808557,0.0004593162,0.0004787582,0.01645887],"category_scores_gemma":[0.00003653358,0.0001302257,0.0001155978,0.000201977,0.000271349,0.0001040835,0.0001057889,0.002326136,0.005178914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006120001,"about_ca_system_score_gemma":0.00008809478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006785961,"about_ca_topic_score_gemma":0.0001347888,"domain_scores_codex":[0.9984046,0.0003316065,0.0002984157,0.0002675159,0.000155265,0.0005425788],"domain_scores_gemma":[0.9986094,0.000565847,0.00008724612,0.0003706476,0.00006225953,0.0003045975],"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":[0.0006261757,0.0007491581,0.4767585,0.0002353588,0.0004317933,0.00006957768,0.002559701,0.0007800431,0.02463677,0.09902179,0.256882,0.1372491],"study_design_scores_gemma":[0.001008414,0.00008572218,0.0338838,0.00001978897,0.00008159493,0.00002525407,0.0002541619,0.003099644,0.003450245,0.003120425,0.9547513,0.0002196706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8875984,0.001370123,0.00003681585,0.02190865,0.002643636,0.000807151,0.00009091792,0.0001427029,0.08540162],"genre_scores_gemma":[0.9764091,0.0001433218,0.00003071449,0.01756353,0.0006350838,0.00006073872,0.0000227935,0.00001923196,0.005115484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6978692,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4873798044360233,"score_gpt":0.5676416043365388,"score_spread":0.08026179990051546,"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."}}