{"id":"W2267419307","doi":"10.1111/anae.13403","title":"Hypertension: is it a peri‐operative or a public health problem?","year":2016,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Elective surgery; Postponement; Confusion; Perioperative; Intensive care medicine; Disease; Secondary hypertension; Blood pressure; General surgery; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000653834,0.0007037095,0.002691932,0.000334607,0.0002276777,0.0001192207,0.000283396,0.0009642887,0.002254309],"category_scores_gemma":[0.0001513941,0.0004005798,0.001088188,0.0003746889,0.0002398907,0.000150372,0.00005779957,0.001264885,0.001360113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169226,"about_ca_system_score_gemma":0.001792619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000142688,"about_ca_topic_score_gemma":0.00001259039,"domain_scores_codex":[0.9955925,0.0004521138,0.0007612598,0.0009833452,0.001001876,0.00120888],"domain_scores_gemma":[0.9974777,0.0003574905,0.0002761825,0.001060904,0.0003244775,0.0005032888],"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":[0.00008880359,0.00005850118,0.0008264314,0.0002462776,0.0002923028,0.01099168,0.0006970381,8.172762e-9,0.000003688529,0.0002224942,0.9513701,0.03520268],"study_design_scores_gemma":[0.001287446,0.001025768,0.001095474,0.0006031129,0.0001554578,0.003235831,0.0001245533,0.000002670901,0.000004230828,0.00001677403,0.9919069,0.0005417967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006467329,0.001133559,0.00002461776,0.9803825,0.0001362123,0.001198513,0.00002366536,0.000163709,0.01629051],"genre_scores_gemma":[0.0008405922,0.001919892,0.0006541353,0.8733699,0.003075477,0.0001525066,0.0001368909,0.0001441508,0.1197065],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1070126,"threshold_uncertainty_score":0.9998446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08868826796393876,"score_gpt":0.322977676391304,"score_spread":0.2342894084273652,"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."}}