{"id":"W2289738973","doi":"10.1186/1748-7161-10-s1-o38","title":"Ultrasound-assisted brace casting for adolescent idiopathic scoliosis","year":2015,"lang":"en","type":"article","venue":"Scoliosis","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Idiopathic scoliosis; Brace; Ultrasound; Orthopedic surgery; Scoliosis; Pathology; Medical physics; Orthodontics; Radiology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007212042,0.0004359486,0.0007821884,0.0003615454,0.0002428274,0.0001382628,0.0001950399,0.0002270996,0.00002002216],"category_scores_gemma":[0.001369984,0.000384128,0.0004186839,0.0008666326,0.00009621273,0.0001943357,0.00007617728,0.0002307322,0.0001319596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006785334,"about_ca_system_score_gemma":0.000465485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001427148,"about_ca_topic_score_gemma":0.00007581504,"domain_scores_codex":[0.9970902,0.00009568834,0.0006415985,0.000724935,0.0006665945,0.0007810408],"domain_scores_gemma":[0.9976131,0.0000883372,0.000245149,0.0006609265,0.0006011616,0.0007913272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001472348,0.005119625,0.9441592,0.001500054,0.000883115,0.0002771091,0.001262501,0.0000567113,0.007644657,0.0008971234,0.02860807,0.008119449],"study_design_scores_gemma":[0.01631292,0.003041072,0.8910874,0.01183746,0.002256416,0.001528902,0.001652221,0.0004639518,0.06038369,0.0003577978,0.009868314,0.001209851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700378,0.01619926,0.0006353514,0.005179417,0.0011997,0.003715621,0.00004679057,0.0004749655,0.002511138],"genre_scores_gemma":[0.9938228,0.0001560287,0.00152126,0.002586665,0.0006840655,0.0009634729,0.00002026596,0.0000983433,0.000147137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05307183,"threshold_uncertainty_score":0.9998611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100785115597621,"score_gpt":0.3411151860912847,"score_spread":0.2310366745315226,"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."}}