{"id":"W4234382165","doi":"10.1055/s-0036-1582987","title":"Frailty and Postoperative Outcomes in Patients Undergoing Surgery for Degenerative Spine Disease","year":2016,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université Laval","funders":"","keywords":"Medicine; Frailty Index; Logistic regression; Body mass index; Population; Internal medicine; Sarcopenia; Paraplegia; Weight loss; Quality of life (healthcare); Complication; Surgery; Obesity; Spinal cord","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006997135,0.0002017126,0.0002576077,0.0006654575,0.0003059384,0.0004143321,0.0001920723,0.0002790579,0.001803228],"category_scores_gemma":[0.004439658,0.00009995738,0.0003098365,0.0005478491,0.0003351814,0.0003432527,0.0004692732,0.0004361439,0.00009672318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256593,"about_ca_system_score_gemma":0.0002861859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003862325,"about_ca_topic_score_gemma":0.003687907,"domain_scores_codex":[0.9997599,0.00006775533,0.00003338425,0.0000350588,0.00004338248,0.00006053581],"domain_scores_gemma":[0.997534,0.0005063532,0.001299471,0.00005472543,0.0001422213,0.0004631899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003948718,0.00001060071,0.9984367,0.000009952522,0.00001964454,0.00002541701,0.00003142808,0.00004169504,0.00003425011,0.000006671843,0.00004818013,0.00129589],"study_design_scores_gemma":[0.000002666372,0.00007437788,0.9994838,0.00001243393,0.00001021695,0.000141751,0.00005135254,0.0001179644,0.00001384763,0.0000332304,0.00005618038,0.000002066968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998817,0.0006032788,0.00006562768,0.000127396,0.000006577188,0.00000365756,0.0001668467,0.000001918457,0.0002078959],"genre_scores_gemma":[0.9996336,0.00012142,0.00004409737,0.00002120582,0.00001279953,0.000002615957,0.0001338046,3.770898e-7,0.00003017743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003862325,"threshold_uncertainty_score":0.007679701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377642013353607,"score_gpt":0.3014641356994847,"score_spread":0.2776877155659486,"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."}}