{"id":"W4293194396","doi":"10.3171/2022.6.spine2273","title":"Patient satisfaction after multiple revision surgeries for adult spinal deformity","year":2022,"lang":"en","type":"article","venue":"Journal of Neurosurgery Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Patient satisfaction; Retrospective cohort study; Surgery; Quality of life (healthcare); Spinal deformity; Scoliosis; Idiopathic scoliosis; Deformity; Cohort; 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":[0.0009426725,0.0002082594,0.0005211969,0.0006845724,0.0003751857,0.0006404732,0.0002380051,0.0003964285,0.002326598],"category_scores_gemma":[0.00510798,0.0001469208,0.0009007397,0.0008607001,0.000245664,0.0003588503,0.0004551148,0.0005529188,0.0002214918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003333471,"about_ca_system_score_gemma":0.0002321979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367504,"about_ca_topic_score_gemma":0.002036116,"domain_scores_codex":[0.9991178,0.0002362194,0.0001258104,0.0001050335,0.0002479482,0.0001672543],"domain_scores_gemma":[0.9955012,0.0007712722,0.002751723,0.0001116342,0.0003837009,0.0004804927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001259926,0.00003092717,0.9970553,0.00001179252,0.0000447186,0.000133072,0.0000487332,0.00002530049,0.00007883595,0.000002877186,0.00008334585,0.002359085],"study_design_scores_gemma":[0.000007379928,0.0002746609,0.9981288,0.000006692723,0.00002553407,0.001164112,0.0001266718,0.0001240774,0.00005132216,0.000005530901,0.00008089106,0.000004201761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991991,0.0002293825,0.0000529912,0.00003722051,0.000006135931,0.000006853382,0.0002091298,0.000003876599,0.000255212],"genre_scores_gemma":[0.9996256,0.00005928936,0.0000350654,0.00001526747,0.000006173304,0.000004242377,0.0001893146,7.777676e-7,0.00006419016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002326598,"threshold_uncertainty_score":0.007783294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213621178894124,"score_gpt":0.2768105786085936,"score_spread":0.2554484607191813,"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."}}