{"id":"W2493427157","doi":"10.1136/ebm.14.3.81","title":"Review: brand-name drugs are not more effective than generic versions for treating cardiovascular disease","year":2009,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Brand names; Disease; Medicine; Citation; Equivalence (formal languages); Computer science; Internal medicine; Advertising; World Wide Web; Linguistics; Business; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02158113,0.001214182,0.006689666,0.003850764,0.002409307,0.004701711,0.004635565,0.02400262,0.01048362],"category_scores_gemma":[0.0912235,0.001274948,0.003383065,0.005994082,0.003427623,0.004247831,0.001789909,0.01900586,0.01210149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009701657,"about_ca_system_score_gemma":0.01121512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009465019,"about_ca_topic_score_gemma":0.02637268,"domain_scores_codex":[0.9809579,0.005489654,0.00411685,0.001425866,0.007488349,0.0005213214],"domain_scores_gemma":[0.8977457,0.06366275,0.008595129,0.001961992,0.02580808,0.002226185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008804825,0.000004923937,0.00008680968,0.002201066,0.00008737297,0.0001101277,0.00002160936,0.0000255504,0.00005722103,0.0009047532,0.979192,0.01722049],"study_design_scores_gemma":[0.0004840824,0.0001023154,0.001851495,0.01648246,0.0006210654,0.0007956979,0.0001073126,0.0002870389,0.0003058312,0.007450423,0.9714317,0.00008063963],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0002457996,0.1154925,0.0004161893,0.7916653,0.08158084,0.0001121275,0.001351186,0.0001799229,0.008956166],"genre_scores_gemma":[0.004378832,0.1003058,0.001007106,0.7864975,0.0969232,0.0002165178,0.0004539261,0.000149997,0.0100672],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02400262,"threshold_uncertainty_score":0.1141333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09080153094382207,"score_gpt":0.3133321435995569,"score_spread":0.2225306126557348,"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."}}