{"id":"W1970803980","doi":"10.1097/brs.0b013e3182552fd0","title":"Outcome of Pedicle Subtraction Osteotomies for Fixed Sagittal Imbalance of Multiple Etiologies","year":2012,"lang":"en","type":"review","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Kyphosis; Ankylosing spondylitis; Surgery; Osteotomy; Etiology; Sagittal plane; Radiography; Pseudarthrosis; Deformity; Radiology; Internal medicine","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":[0.0001842188,0.0002380999,0.001744974,0.0001235577,0.00002037705,0.000003015486,0.00007512757,0.0001941211,0.00005092951],"category_scores_gemma":[0.0003533135,0.0001588117,0.000570204,0.0001230711,0.00007085488,0.00004468841,0.00003223629,0.0001065708,0.00001170035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007936617,"about_ca_system_score_gemma":0.00006045243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004629041,"about_ca_topic_score_gemma":0.00001495737,"domain_scores_codex":[0.9987245,0.00002848497,0.0007002797,0.0001988806,0.0001499945,0.0001978855],"domain_scores_gemma":[0.9987251,0.0002314002,0.0005597171,0.0003097093,0.0001172703,0.00005683643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008957362,0.001193892,0.1495594,0.05989398,0.000764474,0.00000388925,0.0000507807,4.660518e-7,0.00007083186,0.0001567263,0.0005456913,0.7876703],"study_design_scores_gemma":[0.003060926,0.001542159,0.1363379,0.01288762,0.00551326,0.00005708688,0.00006977151,0.000004645783,0.001224975,0.00001254358,0.8389644,0.0003247386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004773359,0.9928159,0.00001937111,0.000066263,0.0003362901,0.001678916,0.000166558,0.00002837233,0.0001150349],"genre_scores_gemma":[0.05747066,0.940014,0.001318765,0.00001473054,0.0002400475,0.0004881943,0.0002475882,0.00003088498,0.0001751378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8384187,"threshold_uncertainty_score":0.6476154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2044535248992208,"score_gpt":0.4348464256186332,"score_spread":0.2303929007194125,"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."}}