{"id":"W4416210138","doi":"10.1302/1358-992x.2025.13.145","title":"WHAT IS THE DIAGNOSTIC ACCURACY OF COMMUNITY SPINE RADIOGRAPHS FOR ADOLESCENT IDIOPATHIC SCOLIOSIS BRACE CANDIDATES?","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":"Brace; Scoliosis; Idiopathic scoliosis; Orthopedic surgery; Cobb angle; Radiography; Diagnostic accuracy; Gold standard (test)","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":[],"consensus_categories":[],"category_scores_codex":[0.001003265,0.0003390767,0.0006700939,0.000370924,0.0004646207,0.0001435623,0.0003647009,0.0001534849,0.00001920796],"category_scores_gemma":[0.00246061,0.0002326283,0.0005075122,0.001275439,0.0002755499,0.000364036,0.0001696839,0.0004723875,0.000005766625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389037,"about_ca_system_score_gemma":0.0002313909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001773351,"about_ca_topic_score_gemma":0.00003275493,"domain_scores_codex":[0.9981202,0.0000405155,0.0006384815,0.000326451,0.0004178884,0.0004564995],"domain_scores_gemma":[0.9979217,0.0004697313,0.0003644828,0.0004736613,0.0005921946,0.0001782445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004090555,0.002284925,0.9276927,0.003974918,0.0007149226,0.000006528124,0.002787821,5.983109e-7,0.001002608,0.002398433,0.02946784,0.02925972],"study_design_scores_gemma":[0.006153355,0.001252755,0.9217221,0.02043334,0.002105864,0.00004654708,0.003973936,0.00009705925,0.03080996,0.000920576,0.01215529,0.0003292382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350741,0.03599672,0.00006611267,0.02467748,0.0005191152,0.003134349,0.00001935605,0.00009570359,0.0004170563],"genre_scores_gemma":[0.9777304,0.01306054,0.00008513808,0.007847951,0.000128394,0.0009887514,0.00001263139,0.0000343612,0.0001118503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04265628,"threshold_uncertainty_score":0.9486305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021677440440783,"score_gpt":0.3103067148419978,"score_spread":0.2886292744012148,"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."}}