{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003044445,0.0005351213,0.001372894,0.0001064654,0.0003966385,0.00009368279,0.0002282302,0.0001283325,0.0001917745],"category_scores_gemma":[0.0001611321,0.0003705586,0.0001946108,0.0006073916,0.0003981596,0.0003049402,0.0002971822,0.000387119,0.00002221796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007676174,"about_ca_system_score_gemma":0.00008620478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146009,"about_ca_topic_score_gemma":0.003362259,"domain_scores_codex":[0.9956027,0.0003048846,0.001225431,0.0005815577,0.001664893,0.0006205784],"domain_scores_gemma":[0.9956693,0.00006240906,0.0006638868,0.0004387901,0.00254431,0.0006212883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009182526,0.01881215,0.9727207,0.0001032356,0.0007544594,0.0000222432,0.0003761556,0.00003678642,4.108273e-7,0.00002587395,0.004312127,0.001917565],"study_design_scores_gemma":[0.02113429,0.00788632,0.9678152,0.0003305908,0.000683992,0.00002319374,0.001200024,0.0004268666,0.00001492846,0.00006555532,0.00007932521,0.0003397279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954904,0.00002248779,0.00001709511,0.0003297026,0.000272455,0.00262445,0.0007021985,0.00007213766,0.0004690465],"genre_scores_gemma":[0.9982213,0.00003990473,0.0003519581,0.0003573354,0.0001367635,0.0001197523,0.000728765,0.00002818109,0.00001604627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021603,"threshold_uncertainty_score":0.9998747,"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."}}