{"id":"W2092271626","doi":"10.1088/0960-1317/24/8/085008","title":"Design and calibration of a six-axis MEMS sensor array for use in scoliosis correction surgery","year":2014,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microelectromechanical systems; Calibration; Scoliosis; Materials science; Computer science; Engineering; Surgery; Optoelectronics; Physics; Medicine","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":[0.0004636427,0.0001077004,0.0003887787,0.0003388416,0.00002041051,0.00002525779,0.00001766387,0.00006214055,0.000001341776],"category_scores_gemma":[0.0001460771,0.00009250668,0.00008029178,0.0001165185,0.000007499478,0.0001169201,0.000007231819,0.00007929146,4.918952e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004689608,"about_ca_system_score_gemma":0.00002725469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001603855,"about_ca_topic_score_gemma":0.000004940538,"domain_scores_codex":[0.9992913,0.00002100416,0.0003876957,0.000102878,0.00007172197,0.0001253764],"domain_scores_gemma":[0.9992862,0.0002910192,0.0001852863,0.00006263727,0.00009998619,0.00007484167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000197238,0.00012993,0.005431743,0.0001818345,0.00008604476,0.000006611574,0.0001454218,0.0004248337,0.9899046,0.00001384941,0.0002015641,0.003276273],"study_design_scores_gemma":[0.002027717,0.0007849181,0.006131986,0.001625786,0.0001955798,0.0005283557,0.00009609872,0.02932662,0.9588229,0.00003065251,0.0002964216,0.0001329526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8047146,0.001034833,0.1936934,0.00009339047,0.0002452481,0.0002120856,0.000001946884,0.000004120754,3.56083e-7],"genre_scores_gemma":[0.9835514,0.001268178,0.01504942,0.00004513203,0.00005323525,0.000008095426,0.000001293984,0.00001796278,0.000005214586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1788369,"threshold_uncertainty_score":0.3772313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610894592813923,"score_gpt":0.2337170610514266,"score_spread":0.2076081151232874,"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."}}