{"id":"W2008324689","doi":"10.1186/1748-7161-4-s1-o56","title":"Adult scoliosis and the SPINECOR® dynamic brace: some early results on efficiency","year":2009,"lang":"en","type":"article","venue":"Scoliosis","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Brace; Medicine; Scoliosis; Idiopathic scoliosis; Orthopedic surgery; Bioinformatics; Physical medicine and rehabilitation; Orthodontics; Surgery; Biology; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004236775,0.0003959021,0.0006276189,0.00034829,0.0003394587,0.0001503409,0.0002117677,0.0001608726,0.00001675361],"category_scores_gemma":[0.0005397847,0.0002455313,0.0002714972,0.0007461907,0.0002420071,0.0001775632,0.00005539541,0.000302943,0.000154593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001708334,"about_ca_system_score_gemma":0.00007663682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622777,"about_ca_topic_score_gemma":0.00002985429,"domain_scores_codex":[0.9974402,0.0001107013,0.000561201,0.0007047043,0.0006086145,0.000574623],"domain_scores_gemma":[0.998391,0.0001487848,0.0001943182,0.0008170012,0.0001637689,0.0002851338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0729906,0.03880822,0.2876776,0.00136055,0.004770996,0.002110056,0.02199423,0.0004811219,0.005938113,0.2633971,0.05771675,0.2427547],"study_design_scores_gemma":[0.01836435,0.003544393,0.9701601,0.001869646,0.0005247208,0.00005767592,0.0001255544,0.0008346126,0.002694257,0.001083509,0.0003525658,0.0003885927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549416,0.003123564,0.000003696226,0.03619546,0.0002334389,0.001487005,0.00002321263,0.0001411162,0.003850883],"genre_scores_gemma":[0.9874047,0.001852725,0.00009873624,0.009989208,0.0002042525,0.0001720214,0.000006862133,0.00003290665,0.0002385733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6824825,"threshold_uncertainty_score":0.9999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008552803530365064,"score_gpt":0.2738858030387169,"score_spread":0.2653329995083518,"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."}}