{"id":"W4416500384","doi":"10.1302/1358-992x.2025.14.003","title":"A COMPARATIVE STUDY OF PROTOCOLS FOR SPINAL CASTING IN SEVERE EARLY-ONSET SCOLIOSIS: A FOUR-YEAR PROGRESSION-FREE SURVIVAL ANALYSIS","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Casting; Proportional hazards model; Cobb angle; Scoliosis; Survival analysis; Hazard ratio","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":[0.0007981539,0.0003150501,0.001215145,0.001069919,0.0001317971,0.00006055956,0.0002400715,0.0001171922,0.00001507228],"category_scores_gemma":[0.0005759536,0.0002567714,0.0003232629,0.003087911,0.00007721312,0.0001534265,0.0001733895,0.000229164,0.000001786245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722772,"about_ca_system_score_gemma":0.0002529663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001664823,"about_ca_topic_score_gemma":0.0003216018,"domain_scores_codex":[0.9974499,0.0000349235,0.0007879038,0.0006335267,0.0006561659,0.0004375364],"domain_scores_gemma":[0.9984707,0.0001092881,0.0003680532,0.0002925509,0.0006118795,0.0001475049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002275597,0.003656214,0.9885038,0.0006517963,0.001507332,0.00002579535,0.002052895,0.000004135445,0.00003894528,0.0001587408,0.0003835197,0.0007412856],"study_design_scores_gemma":[0.01300362,0.005101945,0.9683687,0.003980942,0.002103765,0.000009793351,0.006270527,0.000305802,0.0004678237,0.0001261003,0.00005664241,0.0002043316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708614,0.0001282596,0.00001950261,0.0003482414,0.00004180142,0.02740799,0.00002040928,0.00005765595,0.001114707],"genre_scores_gemma":[0.958857,0.000004220979,0.001009133,0.00005692103,0.00005707774,0.03992951,0.000005598215,0.00001956603,0.00006095251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02013504,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07242449176201528,"score_gpt":0.3973658229389521,"score_spread":0.3249413311769369,"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."}}