{"id":"W2106278343","doi":"10.1007/s10278-007-9026-7","title":"Validity and Reliability of Active Shape Models for the Estimation of Cobb Angle in Patients with Adolescent Idiopathic Scoliosis","year":2007,"lang":"en","type":"article","venue":"Journal of Digital Imaging","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Glenrose Rehabilitation Hospital; Capital District Health Authority","funders":"","keywords":"Cobb angle; Intraclass correlation; Scoliosis; Reliability (semiconductor); Radiography; Reproducibility; Orthodontics; Mathematics; CobB; Standard error; Medicine; Computer science; Statistics; 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":[0.00836141,0.000813743,0.0007106818,0.001666035,0.0005538535,0.001822643,0.0009779223,0.001321599,0.001057366],"category_scores_gemma":[0.05925848,0.0005534574,0.00150523,0.0008713827,0.001398518,0.001510433,0.001250729,0.0009479572,0.0005589864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006134021,"about_ca_system_score_gemma":0.0006697557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004439616,"about_ca_topic_score_gemma":0.005336869,"domain_scores_codex":[0.9957728,0.001717045,0.0006262117,0.0005235294,0.001137327,0.0002231796],"domain_scores_gemma":[0.9599449,0.02228033,0.00563512,0.003800729,0.007516406,0.0008225499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000330062,0.0000957833,0.9897246,0.00002163037,0.0001750359,0.00003452885,0.0005089852,0.001072899,0.0002777128,0.0001125117,0.000203565,0.007442661],"study_design_scores_gemma":[0.00006487477,0.0006397783,0.9620855,0.00008413983,0.0002161931,0.0006453541,0.001381892,0.03292538,0.0006768599,0.00055491,0.0006851518,0.00004000026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964323,0.0002544527,0.001908962,0.0001072015,0.00004796232,0.00002894536,0.0001709038,0.00002505669,0.001024196],"genre_scores_gemma":[0.9992606,0.00005744873,0.0003876632,0.00001404117,0.000009736335,0.000009048247,0.0001662274,0.000009153001,0.00008604786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00836141,"threshold_uncertainty_score":0.04421991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526037548613466,"score_gpt":0.2889083827404915,"score_spread":0.2636480072543569,"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."}}