{"id":"W4388558567","doi":"10.1177/21925682231214059","title":"Adult Cervical Deformity Patients Have Higher Baseline Frailty, Disability, and Comorbidities Compared With Complex Adult Thoracolumbar Deformity Patients: A Comparative Cohort Study of 616 Patients","year":2023,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University of Calgary","funders":"AgNovos Healthcare; AOSpine; NuVasive; Stryker; Scoliosis Research Society","keywords":"Medicine; Cohort; Comorbidity; Deformity; Internal medicine; Prospective cohort study; Cohort study; Charlson comorbidity index; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009527135,0.0003698323,0.0006426978,0.001019716,0.0008072194,0.000780935,0.0004470132,0.0005216654,0.00209704],"category_scores_gemma":[0.002159839,0.0004881076,0.0006301071,0.00133706,0.0003668183,0.0007338208,0.0007524209,0.0005296731,0.0003104542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005237178,"about_ca_system_score_gemma":0.0004260267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006256657,"about_ca_topic_score_gemma":0.007226696,"domain_scores_codex":[0.9991478,0.0001294086,0.0001131039,0.0002907686,0.0001734018,0.0001454757],"domain_scores_gemma":[0.9986846,0.0001707131,0.000520102,0.0001670795,0.0001283481,0.0003290965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002235222,0.00006978017,0.9987718,0.00000834452,0.00005929728,0.0001020492,0.00008633836,0.00001562732,0.0001297769,0.00001059811,0.00006327737,0.0004596157],"study_design_scores_gemma":[0.00006461577,0.0003597523,0.9984714,0.000006708545,0.0000391352,0.0005402588,0.0002616056,0.00009796578,0.00003538027,0.00001232539,0.0001049339,0.000005770698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999537,0.00006475861,0.00003308581,0.00001295148,0.000002600351,0.00001759009,0.0002328412,9.97145e-7,0.00009823554],"genre_scores_gemma":[0.9992725,0.00006040017,0.00006198785,0.00003047016,0.0000114973,0.00002724314,0.0004745998,0.000001086426,0.00006000516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006256657,"threshold_uncertainty_score":0.0124405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04589494232771883,"score_gpt":0.3341533938042013,"score_spread":0.2882584514764825,"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."}}