{"id":"W4383568321","doi":"10.1615/jlongtermeffmedimplants.2023046812","title":"Thoracic Cage Deformity Correction in Patients with Lenke Type 1 Adolescent Idiopathic Scoliosis","year":2023,"lang":"en","type":"article","venue":"Journal of Long-Term Effects of Medical Implants","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Idiopathic scoliosis; Scoliosis; Deformity; Surgery; Radiography; Spinal fusion; Spinal deformity; Rib cage; Cage; Orthodontics; Anatomy; Mathematics","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":[0.0009079284,0.0002089396,0.0007614758,0.0005343184,0.00004136135,0.00001581267,0.0001752061,0.000211489,0.00002544507],"category_scores_gemma":[0.0008457964,0.0001318558,0.0001408716,0.0006768686,0.00007343876,0.0001392045,0.00005913533,0.000527069,0.0000320346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027951,"about_ca_system_score_gemma":0.0003005024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003273177,"about_ca_topic_score_gemma":0.00005911391,"domain_scores_codex":[0.9969232,0.0001588296,0.0006805626,0.0001872466,0.001702488,0.000347675],"domain_scores_gemma":[0.9984736,0.0001755823,0.0004640891,0.0001947217,0.0002606388,0.0004313905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001713592,0.00199021,0.9577867,0.001245473,0.0001849639,0.002961507,0.0001029175,0.000005788807,0.00005487663,5.935813e-7,0.0004566071,0.03349679],"study_design_scores_gemma":[0.006025097,0.003932158,0.9613228,0.02251588,0.0002773739,0.000680788,0.00001453152,0.00004130881,0.0050751,0.000002381528,0.000002431476,0.0001100983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969665,0.0008268865,0.0000216194,0.0002697868,0.001344715,0.0005389748,0.000002203059,0.00001977337,0.000009543788],"genre_scores_gemma":[0.9987275,0.0008546095,0.000008367608,0.0001824304,0.0001764812,0.00001039563,0.00001052073,0.00002434046,0.000005376032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03338669,"threshold_uncertainty_score":0.5376922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649628764249519,"score_gpt":0.3238332060223866,"score_spread":0.3073369183798914,"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."}}