{"id":"W2022483391","doi":"10.1097/01.brs.0000048651.92777.30","title":"Prediction of Osteoporotic Spinal Deformity","year":2003,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Medicine; Kyphosis; Sagittal plane; Biomechanics; Osteoporosis; Deformity; Radiography; Orthodontics; Scoliosis; Rachis; Spinal column; Reduction (mathematics); Anatomy; Surgery; Geometry","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":[0.00008207522,0.00006567198,0.0001559469,0.00004970278,0.00001952599,0.00000214654,0.00001671639,0.00003448224,0.0002116301],"category_scores_gemma":[0.00006992865,0.00004892051,0.00006442497,0.0001189145,0.00002443489,0.00002896968,0.000005257121,0.00004130403,0.00002723389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004742482,"about_ca_system_score_gemma":0.00004293385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002112736,"about_ca_topic_score_gemma":0.000004359548,"domain_scores_codex":[0.9994885,0.00001048382,0.000157827,0.0001036945,0.0001373057,0.0001021826],"domain_scores_gemma":[0.9996716,0.000003230308,0.0000450716,0.0001614218,0.00005402151,0.00006463192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000848624,0.001323603,0.9761409,0.000182098,0.0001446165,0.0000337656,0.00005470918,0.000004519707,0.002869262,0.007007006,0.0006990288,0.01145569],"study_design_scores_gemma":[0.001591328,0.001640122,0.9382229,0.0001399161,0.0001273579,0.00009326785,0.000032189,0.0000104835,0.05636225,0.0001528983,0.001591823,0.00003550478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892884,0.0005859841,0.00006945247,0.0002126218,0.0001314282,0.0002632631,0.000004360008,0.00002308783,0.00942141],"genre_scores_gemma":[0.9988045,0.00004646678,0.0008066,0.00009576417,0.00004158873,0.0000227707,0.000008716341,0.000006617987,0.0001669533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05349298,"threshold_uncertainty_score":0.2317202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0424271001690841,"score_gpt":0.2882338274635592,"score_spread":0.2458067272944751,"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."}}