{"id":"W2884189910","doi":"10.1016/j.spinee.2018.07.008","title":"The impact of frailty and sarcopenia on postoperative outcomes in adult spine surgery. A systematic review of the literature","year":2018,"lang":"en","type":"review","venue":"The Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Vancouver Spine Surgery Institute; University of British Columbia","funders":"","keywords":"Sarcopenia; Medicine; MEDLINE; Systematic review; Population; Physical therapy; Intensive care medicine; Gerontology; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003166154,0.000595119,0.004696872,0.0001997416,0.000176532,0.00007193584,0.0007296333,0.0002023147,0.00005691038],"category_scores_gemma":[0.007869971,0.0001744935,0.001722288,0.0008061913,0.0003333387,0.00007987906,0.0001618217,0.001698738,0.000009782249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356756,"about_ca_system_score_gemma":0.0007603493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003359158,"about_ca_topic_score_gemma":0.00002706544,"domain_scores_codex":[0.9947524,0.001538352,0.002372036,0.0002379067,0.00075306,0.0003462629],"domain_scores_gemma":[0.9949291,0.0003878426,0.002500066,0.00127333,0.0007831103,0.0001265157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002301139,0.0001707804,0.00004266502,0.964793,0.001649756,0.00004326748,0.0007337211,2.913852e-7,0.000004577799,0.00004658128,0.01278293,0.01970945],"study_design_scores_gemma":[0.0004696778,0.0004701902,0.002614613,0.9883019,0.001755261,0.002819727,0.00003370909,0.000002869274,0.000002835733,0.00001864461,0.00334333,0.0001672598],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006841738,0.9911565,9.406112e-7,0.004099587,0.0002968654,0.003525159,0.00006926923,0.000005657292,0.0001619157],"genre_scores_gemma":[0.0002968702,0.9971027,0.00003009552,0.0004832578,0.0002031698,0.00005019339,0.00001226165,0.00005176019,0.001769725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02350891,"threshold_uncertainty_score":0.9421659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03644965247886046,"score_gpt":0.3755487206471126,"score_spread":0.3390990681682522,"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."}}