{"id":"W1952469809","doi":"10.1016/j.jspd.2015.02.002","title":"Correlation Between a Novel Surface Topography Asymmetry Analysis and Radiographic Data in Scoliosis","year":2015,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Torso; Medicine; Radiography; Scoliosis; Vertebra; Nuclear medicine; Orthodontics; Kappa; Anatomy; Mathematics; Radiology; Geometry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006410256,0.0001827774,0.0005435913,0.0008982033,0.00004624693,0.00003220687,0.0001096643,0.0001185007,0.000006684483],"category_scores_gemma":[0.0001380584,0.0001485593,0.0001368467,0.003736122,0.00006865078,0.0002636956,0.0001366993,0.0001639021,0.000005274245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008665938,"about_ca_system_score_gemma":0.00006178061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002584623,"about_ca_topic_score_gemma":0.001065847,"domain_scores_codex":[0.9985784,0.00003270799,0.000343028,0.000457559,0.0003384665,0.0002498823],"domain_scores_gemma":[0.9987523,0.00003101389,0.0001071815,0.0007405938,0.00008785161,0.0002810671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002836873,0.0003647754,0.9966228,0.00002425509,0.0007264423,0.00001265958,0.00006286978,0.00003553927,0.000007746067,0.00007539262,0.0000713756,0.001967751],"study_design_scores_gemma":[0.002608468,0.0002258901,0.9921977,0.00007959325,0.001844397,0.00001795409,0.00008082631,0.002494914,0.0001291897,0.00005644528,0.0001225506,0.0001420757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950396,0.001768038,0.001684976,0.0005107671,0.00005954222,0.000424592,0.00007490513,0.00004173405,0.0003958558],"genre_scores_gemma":[0.9968076,0.0001695148,0.002375094,0.0001285888,0.00006123968,0.00001357683,0.0004220254,0.00001281502,0.000009508328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004425128,"threshold_uncertainty_score":0.6058071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06827779949642393,"score_gpt":0.3294504881773677,"score_spread":0.2611726886809438,"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."}}