{"id":"W4225588524","doi":"10.1007/s43390-022-00481-0","title":"Scoliosis flexibility correlates with post-operative outcomes following growth friendly surgery","year":2022,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"Faculty of Medicine, Dalhousie University","keywords":"Medicine; Scoliosis; Congenital scoliosis; Etiology; Idiopathic scoliosis; Surgery; Retrospective cohort study; Flexibility (engineering); Orthopedic surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004889911,0.0003182485,0.0007629522,0.0002111265,0.0005472658,0.00003566318,0.0001087594,0.00005576215,0.0003429127],"category_scores_gemma":[0.0002941741,0.0002138444,0.000482908,0.0006118715,0.00006984251,0.000230422,0.0001637343,0.0003275366,0.00003267346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005033667,"about_ca_system_score_gemma":0.0003182706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008667249,"about_ca_topic_score_gemma":0.0001605549,"domain_scores_codex":[0.9978883,0.00009732802,0.0004092015,0.0005258686,0.0006327586,0.0004465326],"domain_scores_gemma":[0.9988984,0.0001092533,0.0001326357,0.0004680747,0.0001769181,0.0002147394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000164818,0.001204336,0.9958544,0.00004228387,0.0005138459,0.0002392631,0.0002767589,0.00001727642,0.00004032256,0.0005114022,0.0003000248,0.0008352611],"study_design_scores_gemma":[0.00172268,0.001475129,0.992463,0.00009999242,0.0003705887,0.0001067727,0.0007603563,0.00002706381,0.002453759,0.00007781878,0.0001779229,0.0002649083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943125,0.0004978632,0.00002300279,0.002607537,0.000386549,0.000873132,0.00005055968,0.0001514983,0.001097368],"genre_scores_gemma":[0.9971871,0.0000128924,0.0003164611,0.001588833,0.0000355544,0.0005471726,0.0001096486,0.00003762593,0.0001647318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003391399,"threshold_uncertainty_score":0.8720321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030032389531935,"score_gpt":0.2932626868911309,"score_spread":0.2729623629958116,"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."}}