{"id":"W4392767175","doi":"10.3171/2024.1.spine231030","title":"Stronger association of objective physical metrics with baseline patient-reported outcome measures than preoperative standing sagittal parameters for adult spinal deformity patients","year":2024,"lang":"en","type":"article","venue":"Journal of Neurosurgery Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University of Calgary","funders":"","keywords":"Pelvic tilt; Sagittal plane; Medicine; Scoliosis; Oswestry Disability Index; Quartile; Physical therapy; Radiography; Coronal plane; Physical medicine and rehabilitation; Orthodontics; Surgery; Low back pain; Radiology; Confidence interval; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001112895,0.0002384469,0.0003866912,0.0008093652,0.0002488434,0.0005650833,0.0002466988,0.0002868866,0.002337795],"category_scores_gemma":[0.004938896,0.0001325827,0.0004138957,0.0009764453,0.000235641,0.0005583668,0.0004069799,0.0004534558,0.000291091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001639621,"about_ca_system_score_gemma":0.0002975131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007662329,"about_ca_topic_score_gemma":0.001352951,"domain_scores_codex":[0.999166,0.0001856989,0.0001709701,0.0001795564,0.0002109857,0.00008691075],"domain_scores_gemma":[0.9956633,0.001027991,0.002441636,0.0001761555,0.0003943108,0.0002965863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002667091,0.000009086011,0.9990465,0.000006068384,0.00001650023,0.00002536389,0.00001246953,0.00001367933,0.00004550485,0.00000349143,0.00002044195,0.0007740301],"study_design_scores_gemma":[0.000001905452,0.0001043923,0.9992749,0.000006534877,0.00001683811,0.0002789265,0.00007509015,0.0001108339,0.00004506451,0.000009997088,0.00007377949,0.000001802482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990525,0.0002461446,0.0001379497,0.00004040272,0.000005051257,0.000004131449,0.0002417708,0.000003765001,0.0002685011],"genre_scores_gemma":[0.999597,0.00005521593,0.00006393491,0.00001163208,0.000006660754,0.000004029116,0.0001949735,0.000001299726,0.00006516639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002337795,"threshold_uncertainty_score":0.007820666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04421234708509773,"score_gpt":0.3128644031817413,"score_spread":0.2686520560966436,"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."}}