{"id":"W4413148718","doi":"10.1016/j.jcot.2025.103175","title":"Understanding late-onset neurological deficit in severe rigid Scoliosis: A comprehensive review","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Orthopaedics and Trauma","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton General Hospital","funders":"","keywords":"Medicine; Neurological deficit; Scoliosis; Pediatrics; Intensive care medicine; Physical medicine and rehabilitation; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.001889303,0.0005645014,0.006747601,0.0005336713,0.00007110302,0.00005003405,0.0002136617,0.0006838713,0.00005389281],"category_scores_gemma":[0.001562283,0.0003533651,0.002722806,0.0007563699,0.0001795471,0.00007994466,0.0001161421,0.002182934,0.00000720845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125799,"about_ca_system_score_gemma":0.0009041126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003419267,"about_ca_topic_score_gemma":0.00001015545,"domain_scores_codex":[0.9933119,0.000773671,0.004404087,0.0005275733,0.000600857,0.0003819238],"domain_scores_gemma":[0.9937769,0.003174602,0.001953057,0.0003458745,0.0002349071,0.0005147102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003013884,0.001757017,0.07624205,0.08099922,0.001447347,0.004575276,0.00001136622,0.000001007106,1.227093e-9,0.0002248099,0.003131788,0.8313087],"study_design_scores_gemma":[0.004355611,0.002624799,0.02741055,0.4235209,0.009892853,0.002566716,0.0000197177,0.000005794518,9.990058e-9,0.0002634697,0.5289999,0.0003397088],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003016441,0.9933922,0.000007465031,0.001359452,0.0005762361,0.001155167,0.00003137958,0.00001263645,0.0004489942],"genre_scores_gemma":[0.005180873,0.9909204,0.0001711333,0.003330112,0.0002957016,0.00002836012,0.00001568136,0.00003428656,0.00002340174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.830969,"threshold_uncertainty_score":0.9998918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3723729253624846,"score_gpt":0.4751354146882991,"score_spread":0.1027624893258144,"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."}}