{"id":"W2106874194","doi":"10.1109/tim.2004.831458","title":"An Intelligent Active Brace System for the Treatment of Scoliosis","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; Capital District Health Authority","funders":"","keywords":"Brace; Scoliosis; Physical medicine and rehabilitation; Simulation; Physical therapy; Engineering; Medicine; Structural engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000296321,0.0003838988,0.000447401,0.0005195604,0.0002219429,0.0002861889,0.0007915447,0.0003740526,0.006219238],"category_scores_gemma":[0.0008259498,0.0001492436,0.0001681409,0.0002853157,0.0001874102,0.0002692688,0.0002672952,0.000301851,0.0009132164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524986,"about_ca_system_score_gemma":0.0003274797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008390281,"about_ca_topic_score_gemma":0.001752121,"domain_scores_codex":[0.9996723,0.00004321208,0.00002617715,0.00004099548,0.0001958275,0.00002150961],"domain_scores_gemma":[0.9996523,0.0001121553,0.00003985096,0.00004586554,0.0001083387,0.00004163539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00138124,0.0005499597,0.005013878,0.000650727,0.00008409432,0.0003733461,0.00027942,0.002367905,0.3328518,0.0009777714,0.008838939,0.6466309],"study_design_scores_gemma":[0.002810768,0.01669583,0.1895241,0.0003632062,0.001158328,0.0203406,0.0003347058,0.1396791,0.3921947,0.001875291,0.2345084,0.0005150136],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3720156,0.007646798,0.586908,0.0006728232,0.0005155948,0.001069407,0.001033741,0.01365018,0.01648791],"genre_scores_gemma":[0.8732921,0.001518817,0.1122194,0.0003605737,0.0001626039,0.000610192,0.001121289,0.0002487818,0.01046623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006219238,"threshold_uncertainty_score":0.02080542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0755974307232323,"score_gpt":0.3227844969149867,"score_spread":0.2471870661917544,"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."}}