{"id":"W2031814675","doi":"10.1002/pds.3230","title":"The U.S. Food and Drug Administration's Mini‐Sentinel Program","year":2012,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hamilton Health Sciences Foundation; U.S. Department of Health and Human Services","keywords":"Medicine; Food and drug administration; Administration (probate law); Drug; Pharmacoepidemiology; Drug administration; Environmental health; Pharmacology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004074398,0.0004964224,0.0005019993,0.001167723,0.000671481,0.001196581,0.0008784391,0.001565056,0.114822],"category_scores_gemma":[0.007597981,0.0003039432,0.0003969311,0.001298092,0.0002455272,0.0009161182,0.0008360572,0.001365806,0.02595229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595885,"about_ca_system_score_gemma":0.01488262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02395364,"about_ca_topic_score_gemma":0.03576744,"domain_scores_codex":[0.998266,0.0004845126,0.00009475623,0.0001525838,0.0006823994,0.0003198209],"domain_scores_gemma":[0.9904652,0.002046557,0.000731023,0.0003738987,0.003777426,0.002606062],"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":[0.0003376855,0.00020465,0.003003681,0.00007121979,0.00001114448,0.00003011543,0.0000122867,0.00009001583,0.0002076265,0.001644169,0.9558554,0.03853209],"study_design_scores_gemma":[0.000461178,0.0003506932,0.01913202,0.000176848,0.00003523729,0.00009022983,0.0001118499,0.001287185,0.0006865858,0.001550198,0.976091,0.00002700897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02253406,0.003784431,0.004827964,0.2433753,0.01373462,0.002478143,0.1489662,0.002530055,0.5577692],"genre_scores_gemma":[0.1787437,0.009309843,0.01745989,0.08672018,0.005217962,0.00243548,0.1171402,0.0007049926,0.5822678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.114822,"threshold_uncertainty_score":0.3841178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06481087761012193,"score_gpt":0.3448607803488254,"score_spread":0.2800499027387035,"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."}}