{"id":"W3086821768","doi":"10.1016/j.spinee.2020.05.602","title":"191. Multiple revision surgeries are associated with reduced patient satisfaction in adult spinal deformity","year":2020,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Spinal deformity; Deformity; Surgery; Patient satisfaction","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":[0.0001952361,0.0001453391,0.0003138226,0.0000600946,0.0001550183,0.00003813694,0.00004113996,0.00004802087,0.00006341683],"category_scores_gemma":[0.0006957648,0.0000764307,0.00009890569,0.0002873342,0.00003277325,0.0001102758,0.00002241919,0.0003623553,0.000009871873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406346,"about_ca_system_score_gemma":0.00007782966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001211297,"about_ca_topic_score_gemma":0.0002275994,"domain_scores_codex":[0.9988335,0.00009292133,0.000344598,0.0001436088,0.0003758534,0.0002094927],"domain_scores_gemma":[0.9991958,0.00001347903,0.0003164487,0.0001190745,0.0001901663,0.0001650232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005661363,0.0004532317,0.9510096,0.00003631679,0.0001955619,0.000291093,0.0008325386,0.00009876784,0.001159267,0.00001279824,0.001824368,0.04352028],"study_design_scores_gemma":[0.002344403,0.001753944,0.9911706,0.001248355,0.0001024448,0.0002310738,0.0005398091,0.0001794874,0.00225201,0.000008884507,0.00007949064,0.00008944605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860786,0.0003188294,0.00001621227,0.01307703,0.0000963739,0.000325239,0.000003866416,0.00002311785,0.00006079835],"genre_scores_gemma":[0.9983922,0.0003417658,0.0001249559,0.0009361999,0.0001642091,0.00001238435,0.000005660793,0.0000155351,0.000007064205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04343083,"threshold_uncertainty_score":0.3116754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011140089097576,"score_gpt":0.271328185383883,"score_spread":0.2412167844929072,"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."}}