{"id":"W2945161009","doi":"10.1002/bjs.11148","title":"Age of patients undergoing surgery","year":2019,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":413,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada; National Institute for Health and Care Research; Fresenius Medical Care North America; National Institutes of Health; Queen Mary University of London","keywords":"Medicine; Population; Population ageing; Demography; Age groups; Health statistics; Health care; Pediatrics; Surgery; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004881833,0.0001670943,0.0003186432,0.0009134276,0.0002980192,0.0005364914,0.0002780575,0.0003065536,0.01396941],"category_scores_gemma":[0.004260674,0.00008771829,0.0004291584,0.001118829,0.0002079715,0.0007256285,0.000655642,0.0006185294,0.002174666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004156285,"about_ca_system_score_gemma":0.0007146863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003819881,"about_ca_topic_score_gemma":0.003070908,"domain_scores_codex":[0.9993041,0.00008300954,0.0001264719,0.0001128911,0.0002447614,0.0001287235],"domain_scores_gemma":[0.9980168,0.0001926143,0.001159325,0.00004160392,0.0002100991,0.000379585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001280908,0.00003312973,0.970472,0.0002967636,0.00007563284,0.0002453907,0.0003317455,0.0001247378,0.0001824074,0.0002672724,0.01033344,0.01750915],"study_design_scores_gemma":[0.000008712734,0.0001105583,0.984481,0.0002726692,0.00003863645,0.001389332,0.000494052,0.0001155506,0.0000557862,0.0003328344,0.01268763,0.00001327948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026639,0.01445172,0.0009502526,0.006921696,0.0007141104,0.0001414627,0.02852245,0.0001061528,0.04552825],"genre_scores_gemma":[0.9845637,0.004406916,0.0002735157,0.0009770092,0.0002910329,0.00006982993,0.006672165,0.00001297894,0.00273287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396941,"threshold_uncertainty_score":0.04673225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082193783155219,"score_gpt":0.2346691276588105,"score_spread":0.2138471898272583,"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."}}