{"id":"W2154808743","doi":"10.1136/ebm.13.6.175","title":"Metoprolol prevented myocardial infarction but increased risk of stroke and death after non-cardiac surgery","year":2008,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Metoprolol; Medicine; Myocardial infarction; Cardiology; Internal medicine; Stroke (engine); Cardiac surgery","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":"not_applicable","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002632015,0.0009032763,0.004992422,0.001042995,0.0001075268,0.00001508731,0.000169661,0.001260389,0.00046092],"category_scores_gemma":[0.004753684,0.0006598758,0.002028963,0.0004857834,0.0006748318,0.0001969664,0.00006307188,0.002135374,0.00003466674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160751,"about_ca_system_score_gemma":0.0009188874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002148752,"about_ca_topic_score_gemma":0.000003392687,"domain_scores_codex":[0.9932844,0.001362032,0.001456145,0.001005393,0.002132068,0.0007599373],"domain_scores_gemma":[0.9867715,0.01029695,0.000813606,0.001140316,0.0005013114,0.0004763769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003150887,0.0000723324,0.5888968,0.001531346,0.001762381,0.002261133,0.00009679015,0.000001876028,0.0004041905,0.0000011253,0.3979954,0.003825807],"study_design_scores_gemma":[0.00215953,0.0008450082,0.5632603,0.005396281,0.005707636,0.0002806727,0.00002524455,0.00003981729,0.0004372368,0.000003796741,0.4213102,0.000534201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4710248,0.0432732,0.0003803964,0.4751408,0.003023553,0.00456263,0.0004477107,0.0002734069,0.001873537],"genre_scores_gemma":[0.3967026,0.05225868,0.0008342334,0.4992828,0.03566492,0.001113635,0.001760732,0.000402059,0.01198035],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07432222,"threshold_uncertainty_score":0.9995853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864172599380701,"score_gpt":0.2618493184754831,"score_spread":0.2332075924816761,"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."}}