{"id":"W4417361046","doi":"10.1097/brs.0000000000005602","title":"Saving Fusion Levels in Lenke 1/2 AR Curves","year":2025,"lang":"en","type":"article","venue":"Spine","topic":"Cryptography and Residue Arithmetic","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Radiography; Vertebra; Retrospective cohort study; Lumbar; Multivariate analysis; Spinal fusion; Scoliosis; Idiopathic scoliosis","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":[0.0006026068,0.0002998106,0.0005892228,0.001251921,0.0006945295,0.0008053446,0.0005186838,0.0004896146,0.002064543],"category_scores_gemma":[0.002374136,0.0003004825,0.0005700383,0.001416043,0.0003801082,0.0007158653,0.0007266777,0.0004888314,0.0003270363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003542419,"about_ca_system_score_gemma":0.000559308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001522935,"about_ca_topic_score_gemma":0.002509626,"domain_scores_codex":[0.9991854,0.0001215389,0.00009327314,0.0002652102,0.0001734965,0.0001610819],"domain_scores_gemma":[0.9981482,0.0001876891,0.0011522,0.0002035841,0.0001055753,0.0002028218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000102706,0.00002335447,0.9986052,0.000008757567,0.00001765785,0.0001885298,0.00002636388,0.00002808931,0.0001071244,0.0000128332,0.00003996936,0.0008394214],"study_design_scores_gemma":[0.00002092731,0.0002796432,0.9966367,0.00001142381,0.00002921821,0.002347554,0.0001753068,0.0001282545,0.00008694742,0.00003438937,0.0002427243,0.000006740529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991534,0.0001409161,0.00007722787,0.00001151386,0.000002375102,0.00001590295,0.0003442806,0.000004632907,0.0002497236],"genre_scores_gemma":[0.9992265,0.00006059683,0.00007196587,0.00001424797,0.000006987212,0.00001460909,0.0005459918,0.000002538011,0.00005661372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002064543,"threshold_uncertainty_score":0.006906629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286320009624751,"score_gpt":0.2664920054616859,"score_spread":0.2536288053654384,"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."}}