{"id":"W3120116007","doi":"10.1097/sle.0000000000000896","title":"Preoperative Assessment of Geriatric Surgical Patients: Update on Clinical Scales Used for Elective General and Digestive Surgery","year":2021,"lang":"en","type":"article","venue":"Surgical Laparoscopy Endoscopy & Percutaneous Techniques","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Population; Life expectancy; Cochrane Library; Scale (ratio); Activities of daily living; Physical therapy; Surgery; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01000452,0.001167266,0.003090169,0.01199411,0.0004339726,0.001886701,0.001248964,0.00113834,0.001502776],"category_scores_gemma":[0.02587765,0.0005215525,0.003433485,0.009606743,0.0009937306,0.001917621,0.001190287,0.001570966,0.0004047798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002391286,"about_ca_system_score_gemma":0.004869028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007007601,"about_ca_topic_score_gemma":0.01229437,"domain_scores_codex":[0.992822,0.002207953,0.002702954,0.0004371492,0.001686477,0.000143493],"domain_scores_gemma":[0.9728171,0.01659163,0.003794688,0.0003635829,0.006183217,0.0002497287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002028604,0.00006876388,0.007550341,0.1886283,0.001453394,0.0001798475,0.0006138369,0.0003037139,0.0003488007,0.001259246,0.02494923,0.7744417],"study_design_scores_gemma":[0.0003140959,0.0005040777,0.07352743,0.5732616,0.01039998,0.002794268,0.001534173,0.0006376379,0.0005383042,0.002317307,0.3339364,0.000234614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007016226,0.9971807,0.0002908207,0.0007785166,0.0003606792,0.00005118195,0.0001859684,0.000009567241,0.0004408581],"genre_scores_gemma":[0.007753915,0.9887025,0.001839911,0.0007354479,0.0003257425,0.0001870023,0.0003382711,0.000007055779,0.0001100612],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01199411,"threshold_uncertainty_score":0.05290961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753210288289851,"score_gpt":0.3567759533327111,"score_spread":0.3392438504498126,"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."}}