{"id":"W3090747390","doi":"10.1097/brs.0000000000003705","title":"Braces Designed Using CAD/CAM Combined or Not With Finite Element Modeling Lead to Effective Treatment and Quality of Life After 2 Years","year":2020,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine; Canadian Institutes of Health Research","funders":"","keywords":"Brace; Medicine; CAD; Finite element method; Cobb angle; Sagittal plane; Scoliosis; Lumbar; Quality of life (healthcare); Orthodontics; Physical therapy; Surgery; Structural engineering; Engineering drawing; Radiology; Engineering","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":[0.002077607,0.001026936,0.003078089,0.0005824196,0.0003910634,0.0008375444,0.0006480517,0.0014336,0.004392668],"category_scores_gemma":[0.002340565,0.0004881369,0.001649099,0.000454601,0.0006301269,0.000486516,0.0003850049,0.001007728,0.0004634972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003398606,"about_ca_system_score_gemma":0.0007337015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000293396,"about_ca_topic_score_gemma":0.0006097909,"domain_scores_codex":[0.9985605,0.0006803764,0.0001973389,0.0002117994,0.0002038417,0.0001461634],"domain_scores_gemma":[0.9984258,0.000560621,0.0005215883,0.0001187843,0.0001330025,0.0002403031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.930405,0.03255124,0.003339382,0.001346506,0.001376639,0.0000418106,0.00003691148,0.000267516,0.002088839,0.00005998307,0.0002821251,0.02820394],"study_design_scores_gemma":[0.7274185,0.256924,0.01222792,0.0001332091,0.001137536,0.00005299101,0.00003738231,0.0005208952,0.0009469553,0.00005593669,0.0005265561,0.00001815624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903882,0.003512629,0.0007749983,0.0001466792,0.0003319193,0.004003018,0.0002682139,0.00004144201,0.0005329946],"genre_scores_gemma":[0.9863842,0.001720123,0.002594988,0.0002723075,0.0005057537,0.007174455,0.0003329981,0.000009166108,0.001005923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004392668,"threshold_uncertainty_score":0.01469487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106986373078731,"score_gpt":0.3503691025699705,"score_spread":0.2433827294912395,"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."}}