{"id":"W3138561864","doi":"10.1177/21925682211004250","title":"Adult Spinal Deformity Surgery and Frailty: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Global Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Comorbidity; CINAHL; Quality of life (healthcare); Spinal deformity; MEDLINE; Lumbar; Deformity; Systematic review; Physical therapy; Meta-analysis; Surgery; Internal medicine; Psychiatry; Psychological intervention","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":[0.005461655,0.00135601,0.006783186,0.008145254,0.0006151631,0.002027737,0.001450579,0.001731941,0.004630201],"category_scores_gemma":[0.02553737,0.0008335162,0.004851371,0.01025321,0.0007570816,0.002028196,0.001331991,0.0008569746,0.000279334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003634148,"about_ca_system_score_gemma":0.0116701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009177376,"about_ca_topic_score_gemma":0.02885347,"domain_scores_codex":[0.9959728,0.001132748,0.001548977,0.000383286,0.0007514903,0.0002107083],"domain_scores_gemma":[0.9849539,0.009864803,0.003632171,0.0002156505,0.001133684,0.0001998614],"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":[0.0001013206,0.000009172556,0.0009639958,0.9813226,0.005177207,0.0001223222,0.0001218882,0.00006580012,0.00009433524,0.0001049509,0.001027815,0.0108887],"study_design_scores_gemma":[0.0002466569,0.000203029,0.007130266,0.918736,0.06157872,0.000644853,0.0003003892,0.00009395771,0.0001184026,0.0002243042,0.01068546,0.00003786671],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00227948,0.9951904,0.0001978093,0.0002658375,0.0001078021,0.0008526722,0.0008022904,0.00001161405,0.0002921436],"genre_scores_gemma":[0.02985586,0.9657345,0.0007538201,0.0007285085,0.00008470393,0.002186491,0.0004192463,0.000005760405,0.0002311759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009177376,"threshold_uncertainty_score":0.02888429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05902678468587475,"score_gpt":0.3753484332281508,"score_spread":0.3163216485422761,"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."}}