{"id":"W2064108123","doi":"10.1016/j.clinbiomech.2012.08.006","title":"New brace design combining CAD/CAM and biomechanical simulation for the treatment of adolescent idiopathic scoliosis","year":2012,"lang":"en","type":"article","venue":"Clinical Biomechanics","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brace; Torso; Scoliosis; Finite element method; Orthodontics; Cobb angle; CAD; Trunk; Computer Aided Design; Medicine; Structural engineering; Computer science; Engineering; Engineering drawing; Surgery; Mechanical engineering; Anatomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001116749,0.0002595146,0.0006852262,0.0001125617,0.000134457,0.00002428967,0.0000968159,0.0002822506,0.00001444785],"category_scores_gemma":[0.0004595154,0.0001625112,0.0003757441,0.0003193188,0.00006624684,0.00007357983,0.00004702735,0.0001072357,0.00001435242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285063,"about_ca_system_score_gemma":0.0001319484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000025138,"about_ca_topic_score_gemma":0.000002341905,"domain_scores_codex":[0.9979674,0.0001424096,0.0008588595,0.0003663743,0.0002608686,0.0004040678],"domain_scores_gemma":[0.9972578,0.001409982,0.0003035319,0.0004547822,0.0001227165,0.0004512376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004924498,0.01893917,0.05023761,0.0004321761,0.001950272,0.000009062311,0.0009939478,0.0001046804,0.007718731,0.006086356,0.001095671,0.9075078],"study_design_scores_gemma":[0.09945816,0.08367867,0.1022503,0.005280685,0.01510898,0.0001233787,0.001184314,0.3747594,0.2740463,0.004350969,0.03767808,0.002080747],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4506437,0.05918502,0.4735562,0.004568798,0.002940523,0.008862678,0.00004715199,0.0001808695,0.00001504835],"genre_scores_gemma":[0.9901494,0.004225187,0.004420127,0.0004751374,0.0005173754,0.0001453462,0.000007083281,0.00003734111,0.00002299001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9054271,"threshold_uncertainty_score":0.6627012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.201019163386672,"score_gpt":0.4230981977722113,"score_spread":0.2220790343855393,"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."}}