{"id":"W4410805799","doi":"10.1007/s43390-025-01102-2","title":"Management of early-onset scoliosis: modern Luque trolley technique led to fewer reoperations within 3 years than other growth-friendly techniques, a prospective cohort study with matched historical controls","year":2025,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"AO Foundation","keywords":"Medicine; Cobb angle; Scoliosis; Surgery; Prospective cohort study; Orthopedic surgery; Poisson regression; Idiopathic scoliosis; Cohort; Deformity; Implant; Population; 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":[0.0007501749,0.0002791194,0.0003965347,0.0004621221,0.0003960808,0.0005216184,0.0002526493,0.0004034352,0.00187977],"category_scores_gemma":[0.001685772,0.0002575893,0.0005816929,0.0004059772,0.0002755766,0.0004299423,0.0002777901,0.0004869161,0.0001773752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190968,"about_ca_system_score_gemma":0.0002493029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008801172,"about_ca_topic_score_gemma":0.001004095,"domain_scores_codex":[0.9995189,0.00008929771,0.00005251715,0.0001607926,0.000115895,0.00006261334],"domain_scores_gemma":[0.9989452,0.0001561329,0.0005723658,0.0001127437,0.00007808833,0.0001355129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00159987,0.0004004712,0.9919925,0.00002758306,0.0002113283,0.0003505178,0.000135922,0.00004927888,0.0008283522,0.00003146758,0.0001307153,0.004242019],"study_design_scores_gemma":[0.0001331716,0.002833985,0.99442,0.00001207899,0.0001104076,0.00157602,0.0002059745,0.0002456694,0.0002091034,0.00002136595,0.0002254103,0.00000680231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997049,0.000122037,0.00004717742,0.000008193814,0.000003468437,0.000007072825,0.00003333384,0.00000122306,0.0000726119],"genre_scores_gemma":[0.9997178,0.00006183488,0.0000352618,0.00001248267,0.00001027652,0.000006884985,0.00007343697,0.000001091347,0.0000808909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00187977,"threshold_uncertainty_score":0.006288469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007948475535131639,"score_gpt":0.2757040729441532,"score_spread":0.2677555974090216,"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."}}