{"id":"W2094196195","doi":"10.4236/oja.2012.23011","title":"Ultrasound Imaging of Spinal Vertebrae to Study Scoliosis","year":2012,"lang":"en","type":"article","venue":"Open Journal of Acoustics","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scoliosis; Medicine; Vertebra; Cobb angle; Curvature; Deformity; Orthodontics; Lamina; Anatomy; Ultrasound; Cadaver; Radiology; Surgery; Mathematics; Geometry","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":[0.0005618309,0.0002410291,0.0002743131,0.0008778659,0.0001510309,0.0003660287,0.000168124,0.0004603298,0.001395337],"category_scores_gemma":[0.0008684935,0.0001509331,0.0001676275,0.0005387895,0.0003907591,0.0002611251,0.0002070464,0.0003818246,0.0004250039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215747,"about_ca_system_score_gemma":0.0002376865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005141441,"about_ca_topic_score_gemma":0.001014468,"domain_scores_codex":[0.9996276,0.0001220102,0.00002101819,0.00004132395,0.0001661865,0.00002185553],"domain_scores_gemma":[0.9994854,0.0002338055,0.00006987173,0.00002552303,0.0001525269,0.00003295066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001710966,0.00009674911,0.01129921,0.0006856755,0.00003563021,0.0006463595,0.000190928,0.0006154606,0.9016376,0.0002853119,0.0005242772,0.08381177],"study_design_scores_gemma":[0.0001384477,0.005317121,0.3165522,0.000544145,0.0004457415,0.02827286,0.001326698,0.0210203,0.5892942,0.001326966,0.03564062,0.000120662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7437232,0.07511473,0.1623934,0.000922604,0.0003754007,0.0004524042,0.0003510055,0.0006526827,0.01601457],"genre_scores_gemma":[0.9091817,0.01753236,0.06914166,0.0004775228,0.0001754436,0.0001241301,0.0001476759,0.00005784766,0.003161689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001395337,"threshold_uncertainty_score":0.004667878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04463518382506797,"score_gpt":0.3713041263396733,"score_spread":0.3266689425146053,"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."}}