{"id":"W2048234891","doi":"10.1097/brs.0b013e31817bd86a","title":"Selection of Fusion Levels in Adolescent Idiopathic Scoliosis Using Fulcrum Bending Prediction","year":2008,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Idiopathic scoliosis; Scoliosis; Spinal fusion; Selection (genetic algorithm); Fusion; Physical medicine and rehabilitation; Physical therapy; Orthodontics; Surgery; Artificial intelligence","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":[0.000162224,0.0001242635,0.0002971801,0.00033965,0.00007905963,0.000003695981,0.00002845284,0.00008824659,0.00003607789],"category_scores_gemma":[0.00004816712,0.0001118789,0.00008072229,0.00056602,0.00003043361,0.00008487474,0.00002391734,0.0001230989,0.000004508322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003358621,"about_ca_system_score_gemma":0.00009079473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001444656,"about_ca_topic_score_gemma":0.00003581713,"domain_scores_codex":[0.9989285,0.00003332609,0.0003592556,0.0002191317,0.0002625182,0.0001972531],"domain_scores_gemma":[0.9996029,0.000003040835,0.0001117915,0.0001295153,0.00008141969,0.00007138924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000622601,0.0007765749,0.895494,0.0001656405,0.0000275291,0.00003030592,0.0001390641,0.0001331823,0.1018749,0.00002629504,0.0000265435,0.001243663],"study_design_scores_gemma":[0.001657344,0.0004863767,0.8836203,0.002729583,0.00007145527,0.0001231954,0.00003365445,0.002352987,0.1088331,0.000006362473,0.00001882783,0.000066794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978108,0.001067808,0.0002263925,0.0001573688,0.0001749039,0.0004206936,0.000003762887,0.00003650929,0.0001017455],"genre_scores_gemma":[0.99889,0.0003935272,0.0004247325,0.00007617955,0.0001614741,0.00002203068,0.000004157086,0.00001679861,0.00001103746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01187369,"threshold_uncertainty_score":0.4562288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09536417873228838,"score_gpt":0.3233976009026406,"score_spread":0.2280334221703522,"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."}}