{"id":"W4327692832","doi":"10.1016/j.wnsx.2023.100187","title":"Time to surgery for adolescent idiopathic scoliosis: How long does it take? A multicenter study","year":2023,"lang":"en","type":"article","venue":"World Neurosurgery X","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"AO Foundation","keywords":"Medicine; Cobb angle; Idiopathic scoliosis; Retrospective cohort study; Scoliosis; Surgery; Demographics; Deformity; Logistic regression; Pediatrics; General surgery; Demography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009063713,0.0004285028,0.0009708469,0.001228625,0.0002013487,0.0001555636,0.0001334286,0.00006169654,0.0001256695],"category_scores_gemma":[0.000824932,0.0003197244,0.0005634764,0.001712797,0.00004623243,0.0001270554,0.000127087,0.0001864461,0.001309365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129566,"about_ca_system_score_gemma":0.0001071288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009072238,"about_ca_topic_score_gemma":0.00009657948,"domain_scores_codex":[0.996875,0.000180653,0.0006164904,0.0008919478,0.0005984255,0.0008374236],"domain_scores_gemma":[0.9978775,0.0005884406,0.000168986,0.0007163718,0.0001608442,0.0004878232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006292845,0.003160411,0.8045157,0.0002930567,0.000180306,0.001085544,0.0002535958,0.00001443265,0.0007227052,0.000001380992,0.1873233,0.0018203],"study_design_scores_gemma":[0.001727191,0.0003744756,0.9657543,0.002473809,0.0003804575,0.00001022788,0.00022093,0.0001905415,0.004482365,0.000001872868,0.02398204,0.0004018205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538751,0.0002495518,0.000005519744,0.04026583,0.001306676,0.003786142,0.00002671541,0.0004241157,0.00006035617],"genre_scores_gemma":[0.9812383,0.00006420166,0.000007650553,0.008461497,0.0004758822,0.0021115,0.00001717592,0.0001185271,0.007505254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1633413,"threshold_uncertainty_score":0.9999255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525130134809392,"score_gpt":0.3033813233540126,"score_spread":0.2508683098730734,"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."}}