{"id":"W4318754560","doi":"10.1097/pxr.0000000000000210","title":"A new scoliosis brace padding method based on trunk asymmetry for scoliosis treatment","year":2023,"lang":"en","type":"article","venue":"Prosthetics and Orthotics International","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Torso; Scoliosis; Trunk; Brace; Rotation (mathematics); Deformity; Cobb angle; Asymmetry; Orthodontics; Mathematics; Medicine; Geometry; Anatomy; Computer science; Physics; Surgery","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":[0.0002561904,0.0002499183,0.0003213985,0.000459712,0.000138491,0.0001152106,0.0000892688,0.000103202,0.00006455807],"category_scores_gemma":[0.0001845886,0.000201693,0.0002262922,0.000333658,0.00002745084,0.00004346518,0.00004006646,0.00008339863,0.00002755548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140761,"about_ca_system_score_gemma":0.0001557577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003129651,"about_ca_topic_score_gemma":0.00001423256,"domain_scores_codex":[0.9985263,0.00002621277,0.0003045258,0.0004437025,0.0004004859,0.0002987877],"domain_scores_gemma":[0.9990045,0.0002580498,0.0001066482,0.0002376344,0.0001542404,0.0002389608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001890023,0.003432999,0.6665718,0.0002816877,0.001584137,0.000169865,0.0008574503,0.002017186,0.0006861897,0.05070825,0.007965853,0.2638346],"study_design_scores_gemma":[0.02168842,0.007832347,0.4688854,0.002324374,0.001479172,0.0001101738,0.000262796,0.3796387,0.04078734,0.004312273,0.07170928,0.0009697029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8340489,0.001966187,0.05543936,0.08034567,0.004076551,0.009579699,0.0008831175,0.0009471209,0.01271339],"genre_scores_gemma":[0.9610161,0.0004269733,0.03566869,0.001231139,0.0002639826,0.0003196276,0.0001110161,0.00005300524,0.0009095299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3776216,"threshold_uncertainty_score":0.8224803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04406713065678292,"score_gpt":0.379740553719261,"score_spread":0.335673423062478,"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."}}