{"id":"W2082772445","doi":"10.1136/bmj.c2594","title":"FDA enlists doctors to help spot misleading drug advertisements","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Rheumatoid factor; Cohort; Population; Arthritis; Disease; Cohort study; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003889604,0.000837096,0.001056706,0.002070367,0.002640068,0.00433431,0.001132403,0.01250626,0.2588964],"category_scores_gemma":[0.0305264,0.000590505,0.0009025644,0.001484353,0.001332125,0.002619435,0.001414071,0.006008674,0.1663009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728222,"about_ca_system_score_gemma":0.003430597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008271947,"about_ca_topic_score_gemma":0.01069764,"domain_scores_codex":[0.9966897,0.0009118158,0.0003392222,0.0002779558,0.001493269,0.0002880982],"domain_scores_gemma":[0.977778,0.006684913,0.001979223,0.001303748,0.009338506,0.002915639],"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":[0.00004350358,0.00002945006,0.0003721294,0.00005688093,0.000005028375,0.0001311889,0.00002920597,0.000008008238,0.0001090148,0.0004207965,0.9673283,0.03146658],"study_design_scores_gemma":[0.00004026094,0.00002896531,0.0008652703,0.0001008214,0.000007508427,0.0003015423,0.00009251784,0.00004770019,0.00008931648,0.0003150613,0.9980981,0.00001297517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003015569,0.01495967,0.002435874,0.5989226,0.05894691,0.0004003217,0.003155836,0.004120914,0.3140424],"genre_scores_gemma":[0.02860729,0.01430107,0.00591824,0.4352823,0.03230397,0.0003591178,0.002438261,0.0009890532,0.4798006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2588964,"threshold_uncertainty_score":0.8660948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3500950910435918,"score_gpt":0.5799681823724846,"score_spread":0.2298730913288928,"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."}}