{"id":"W4375955020","doi":"10.1177/21925682231174182","title":"Independent Prognostic Factors Associated With Improved Patient-Reported Outcomes in the Prospective Evaluation of Elderly Deformity Surgery (PEEDS) Study","year":2023,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Minimal clinically important difference; Spinal deformity; Oswestry Disability Index; Observational study; Prospective cohort study; Quality of life (healthcare); Deformity; Surgery; EQ-5D; Physical therapy; Patient-reported outcome; Clinical endpoint; Low back pain; Health related quality of life; Internal medicine; Randomized controlled trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001985989,0.0001987825,0.0005108226,0.0001739409,0.0001034763,0.0000451535,0.00007902103,0.00006469774,0.00002306223],"category_scores_gemma":[0.002104417,0.00009998115,0.0001595109,0.00108395,0.00002924679,0.0001130885,0.00002751149,0.0002308944,0.000001805267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008172037,"about_ca_system_score_gemma":0.0004718141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003263137,"about_ca_topic_score_gemma":0.001064354,"domain_scores_codex":[0.996941,0.0002712615,0.0006669081,0.0002094645,0.001607675,0.0003037354],"domain_scores_gemma":[0.9982805,0.0001124855,0.0006002014,0.0001927235,0.0007171127,0.00009702727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000700649,0.003837407,0.9882817,0.000005754122,0.0009329183,0.0001382763,0.0007290232,0.00003619741,0.000009325956,0.000002244435,0.0000593534,0.005897712],"study_design_scores_gemma":[0.004692968,0.002832236,0.9869453,0.0001645269,0.001007374,0.0000797883,0.003903883,0.000115134,0.00007655863,0.00008628132,6.516339e-7,0.00009524365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968019,0.00006968069,0.000003634086,0.0002907428,0.0001719881,0.002539839,0.00001318351,0.0000291665,0.00007990147],"genre_scores_gemma":[0.9997303,0.000007222847,0.000007826314,0.00003227533,0.00002358788,0.0001595474,0.00002610223,0.000009750641,0.00000338207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005802469,"threshold_uncertainty_score":0.4077113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06787473068528205,"score_gpt":0.3434847202023528,"score_spread":0.2756099895170707,"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."}}