{"id":"W2012880565","doi":"10.1136/bmj.38849.487546.de","title":"Effectiveness and efficiency of different guidelines on statin treatment for preventing deaths from coronary heart disease: modelling study","year":2006,"lang":"en","type":"article","venue":"BMJ","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Work & Health; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Guideline; Coronary heart disease; Population; Cause of death; Statin; Disease; Medical emergency; Family medicine; Emergency medicine; Environmental health; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003943695,0.0001363271,0.0003999641,0.00003613249,0.00006960582,0.000006708861,0.00002352231,0.00002445955,0.000002950783],"category_scores_gemma":[0.00003907006,0.00009366746,0.0001466084,0.00003690407,0.00001378363,0.00001584618,0.0000157727,0.00003085318,4.794327e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000632895,"about_ca_system_score_gemma":0.00006146817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105715,"about_ca_topic_score_gemma":0.00001500871,"domain_scores_codex":[0.9988818,0.0001048029,0.0003246953,0.0002734457,0.000265193,0.0001500587],"domain_scores_gemma":[0.9993607,0.0001326735,0.00006955439,0.0002761364,0.00008574285,0.00007515495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007122157,0.01435016,0.8210095,0.002503631,0.00115508,0.0001234557,0.0007221648,0.03504499,0.00321462,0.0003842962,0.0003647962,0.1140051],"study_design_scores_gemma":[0.006948527,0.002945554,0.9644419,0.0006113365,0.0005445713,0.000004364578,0.0001596726,0.02147252,0.001984366,0.0005819128,0.0001587047,0.0001465993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825808,0.001899004,0.01117861,0.0001575814,0.0000541028,0.00403751,0.00005176306,0.00002082402,0.00001978632],"genre_scores_gemma":[0.9972705,0.00002291534,0.001924762,0.00002341944,0.0002333437,0.0004059303,0.00004280969,0.00001847687,0.00005785883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1434324,"threshold_uncertainty_score":0.3819648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609360954958184,"score_gpt":0.351194015014077,"score_spread":0.3051004054644951,"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."}}