{"id":"W3196576770","doi":"10.1615/jlongtermeffmedimplants.2021039387","title":"Rib Hump Deformity Correction in Patients with Adolescent Idiopathic Scoliosis: A Comparison of Three Spinal Fusion Systems","year":2021,"lang":"en","type":"article","venue":"Journal of Long-Term Effects of Medical Implants","topic":"Shoulder and Clavicle Injuries","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Scoliosis; Deformity; Spinal deformity; Surgery; Spinal fusion; Radiography; Idiopathic scoliosis; Rib cage; Bony fusion; Orthodontics; Anatomy","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":[0.000799235,0.0001959511,0.001188931,0.000254213,0.000039268,0.00001573492,0.0001847927,0.0002559246,0.00001392949],"category_scores_gemma":[0.0006304086,0.0001330589,0.000153564,0.0003011291,0.0001312661,0.0001357072,0.00007124505,0.0007627942,0.000001862216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001249651,"about_ca_system_score_gemma":0.0004676704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005249345,"about_ca_topic_score_gemma":0.0001250644,"domain_scores_codex":[0.9960763,0.0001955091,0.001166952,0.0001747445,0.002110414,0.0002760476],"domain_scores_gemma":[0.997972,0.00009062555,0.0008620419,0.0002087876,0.0005275416,0.0003389804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004167231,0.002501692,0.9652204,0.004530482,0.0001488939,0.001005233,0.000184202,0.000009219118,0.0008927055,0.000001911758,0.00007859895,0.02125945],"study_design_scores_gemma":[0.007634243,0.004864403,0.912228,0.05091773,0.0003012002,0.00174932,0.0001012098,0.0001959411,0.02189654,0.000002903212,8.088907e-7,0.0001076578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993432,0.003927276,0.0006990817,0.00009967211,0.001428526,0.0003954265,0.000002342943,0.000007914298,0.00000769223],"genre_scores_gemma":[0.9995875,0.0001209921,0.00001155278,0.00006050222,0.0001911431,0.000004310945,0.000005941516,0.00001650408,0.00000152736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05299233,"threshold_uncertainty_score":0.5425984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605307737795128,"score_gpt":0.3521913642407247,"score_spread":0.3361382868627734,"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."}}