{"id":"W4376598276","doi":"10.1007/s43390-023-00697-8","title":"Biomechanical modeling and assessment of lumbar vertebral body tethering configurations","year":2023,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Polytechnique Montréal","funders":"","keywords":"Medicine; Lumbar; Supine position; Radiography; Scoliosis; Orthodontics; 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":[0.00014536,0.00008811901,0.0002239939,0.00009804012,0.00005946681,0.000009417377,0.0000299093,0.00004891134,0.00004012289],"category_scores_gemma":[0.00003479003,0.00006866883,0.00006427232,0.000220933,0.00002297534,0.00005745774,0.00004297627,0.00007923803,0.000007859855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005031005,"about_ca_system_score_gemma":0.00006270623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001226289,"about_ca_topic_score_gemma":0.00002046162,"domain_scores_codex":[0.9993041,0.00001035586,0.0002099202,0.0001586369,0.0001639563,0.0001530514],"domain_scores_gemma":[0.9996464,0.000008175893,0.00003650744,0.0001645653,0.00005450803,0.00008989128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008183949,0.003570248,0.4512771,0.001197855,0.00165448,0.0002526652,0.0006898305,0.001325663,0.3116084,0.095353,0.0007733924,0.1322156],"study_design_scores_gemma":[0.001797935,0.0005004178,0.6298851,0.000159506,0.0001459846,0.00003553318,0.0001645257,0.3569907,0.009609327,0.0004865238,0.0001088234,0.0001155771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966882,0.0000827741,0.001036431,0.0006537123,0.00007174315,0.000269658,0.00001347559,0.00006874497,0.001115294],"genre_scores_gemma":[0.9984673,0.0001787446,0.001123664,0.00006771152,0.00003817079,0.0000459644,0.00004045584,0.00001063008,0.00002741612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3556651,"threshold_uncertainty_score":0.2800234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04663219671400572,"score_gpt":0.3582224797785968,"score_spread":0.3115902830645911,"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."}}