{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04117105,0.0009336233,0.001577965,0.005146765,0.00083316,0.002813406,0.003179036,0.003361648,0.001367491],"category_scores_gemma":[0.2573817,0.0009844815,0.002332064,0.003442809,0.002345444,0.003240716,0.001348276,0.001269384,0.0007644529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213842,"about_ca_system_score_gemma":0.001180816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006826676,"about_ca_topic_score_gemma":0.008020488,"domain_scores_codex":[0.9570222,0.02178776,0.006106121,0.003584786,0.009545916,0.001953216],"domain_scores_gemma":[0.7134557,0.1976949,0.0415453,0.01640146,0.02753975,0.003362898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002650907,0.00003123202,0.9928907,0.0001023073,0.0001934428,0.00009459836,0.0001580538,0.0001286004,0.00007150847,0.00003377457,0.0001912066,0.00583955],"study_design_scores_gemma":[0.00005809078,0.0008618124,0.9864017,0.0003772212,0.001154765,0.001986271,0.001087879,0.005689236,0.0006425993,0.0002642911,0.001435133,0.00004095754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743552,0.01641706,0.001501025,0.002644799,0.0002558705,0.00008522857,0.0008639843,0.00005482038,0.003822017],"genre_scores_gemma":[0.9972672,0.001046278,0.0009161746,0.0001757177,0.000241572,0.00001750202,0.0002696054,0.000009580508,0.0000563263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04117105,"threshold_uncertainty_score":0.2177359,"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."}}