{"id":"W7117372718","doi":"10.1177/21925682251411237","title":"Can Social Function Improve in Older Patients Undergoing Multi-Level Spinal Deformity Surgery?","year":2025,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Oswestry Disability Index; Spinal deformity; Scoliosis; Observational study; Cohort; Affect (linguistics); Deformity; Prospective cohort study","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":[0.002429723,0.0005067781,0.0008371501,0.000908701,0.000535657,0.0007047037,0.0005083808,0.0007774693,0.002270047],"category_scores_gemma":[0.004635655,0.0002425435,0.002009864,0.0007682776,0.0004007801,0.0006975835,0.0006752654,0.0005787498,0.0002069591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004011614,"about_ca_system_score_gemma":0.0004107981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001833071,"about_ca_topic_score_gemma":0.003643362,"domain_scores_codex":[0.9977731,0.0009402759,0.0002860155,0.0003838662,0.0002548892,0.0003617582],"domain_scores_gemma":[0.9974633,0.0005330715,0.001371829,0.0001917932,0.0001962617,0.000243663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001634851,0.0002239676,0.9944904,0.00006789204,0.0005277768,0.00006004173,0.00006105354,0.00002835275,0.00007747566,0.00001122862,0.0001541591,0.002662893],"study_design_scores_gemma":[0.0001258733,0.001319569,0.9978464,0.00001230514,0.0001653032,0.00005969491,0.0001492983,0.00009891389,0.00002956623,0.00002117227,0.0001657746,0.000006129652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997515,0.0009896044,0.0001552241,0.0001062076,0.00003999635,0.0001047684,0.0007039065,0.000004130618,0.0003812629],"genre_scores_gemma":[0.998758,0.0001624372,0.0000880489,0.00007598518,0.00004983367,0.000123456,0.0006371511,0.000001054805,0.0001040242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002429723,"threshold_uncertainty_score":0.01284975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236976355218492,"score_gpt":0.3174876252925514,"score_spread":0.2851178617403665,"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."}}