{"id":"W2187188769","doi":"10.1136/bmj.h4897","title":"The FDA’s new clothes","year":2015,"lang":"en","type":"letter","venue":"BMJ","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Rofecoxib; Medicine; Food and drug administration; Context (archaeology); Drug approval; Harm; Drug; Business; Pharmacology; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002898641,0.0007103406,0.0006110715,0.001157775,0.001676658,0.004271434,0.001018779,0.009562515,0.207426],"category_scores_gemma":[0.02148291,0.0005157797,0.0009329457,0.0009165735,0.00207169,0.004043059,0.001088779,0.009884306,0.125711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181742,"about_ca_system_score_gemma":0.003655698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007876095,"about_ca_topic_score_gemma":0.008450088,"domain_scores_codex":[0.9960588,0.0004882142,0.0002133984,0.0004722868,0.00244549,0.0003218262],"domain_scores_gemma":[0.9934146,0.001686977,0.0003102992,0.0009222485,0.00277064,0.0008952249],"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":[0.00002077587,0.00001453627,0.00005014441,0.00004585008,0.000003075589,0.00004612265,0.00002182542,0.000007736907,0.0001672924,0.007408352,0.9650282,0.02718594],"study_design_scores_gemma":[0.000005030185,0.000006128982,0.00007457164,0.00003348732,0.000001015794,0.00004098779,0.00001123855,0.000006290803,0.00002804959,0.0004339381,0.999357,0.000002316576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006596576,0.01955165,0.001171956,0.3313046,0.09153471,0.0001154666,0.001279853,0.0007986978,0.5535834],"genre_scores_gemma":[0.009085482,0.01291312,0.001853147,0.2625107,0.02089326,0.00009549106,0.001218918,0.000385273,0.6910444],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.207426,"threshold_uncertainty_score":0.693909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6787114020034822,"score_gpt":0.6060466863101125,"score_spread":0.07266471569336974,"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."}}