{"id":"W2319689835","doi":"10.1056/nejmp1011042","title":"Responding to an FDA Warning — Geographic Variation in the Use of Rosiglitazone","year":2010,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Rosiglitazone; Medicine; Drug; Diabetes mellitus; Warning system; Emergency medicine; Environmental health; Pharmacology; Endocrinology","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":[0.006236739,0.0001960888,0.0002554593,0.0008467424,0.0004722103,0.00102876,0.0004634353,0.002191793,0.004751394],"category_scores_gemma":[0.03403138,0.0001604616,0.0003605816,0.001010648,0.0003657851,0.000823921,0.0007960363,0.001715779,0.001816943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007384634,"about_ca_system_score_gemma":0.0007033304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009133695,"about_ca_topic_score_gemma":0.009803918,"domain_scores_codex":[0.9968057,0.001602329,0.0004349041,0.0002431445,0.0007287111,0.0001853055],"domain_scores_gemma":[0.9807652,0.00643014,0.004439929,0.001450405,0.005784963,0.001129339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006622669,0.000174739,0.2387041,0.0002432931,0.0001923266,0.0009207709,0.001259138,0.0004917398,0.003810027,0.002412235,0.5853615,0.1657679],"study_design_scores_gemma":[0.0002812837,0.0007080188,0.5540468,0.0005932407,0.0002553017,0.00279558,0.004823685,0.002670873,0.003952806,0.003781156,0.425902,0.0001891892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2748416,0.004003935,0.007562027,0.6668676,0.009082732,0.0001376103,0.004106583,0.0005848318,0.03281305],"genre_scores_gemma":[0.756396,0.005290936,0.009423097,0.2024207,0.0100622,0.0001169216,0.002662581,0.0002657617,0.01336177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009133695,"threshold_uncertainty_score":0.03298336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265365165257035,"score_gpt":0.2898565215515667,"score_spread":0.2572028698989963,"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."}}