{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006169833,0.0005498876,0.0004223535,0.0005033068,0.0001043531,0.0002439203,0.0003076659,0.0003401979,0.001593769],"category_scores_gemma":[0.001467167,0.0001451644,0.0003529421,0.0001422842,0.0001064257,0.0001193203,0.0001741474,0.0001385973,0.0003070863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019077,"about_ca_system_score_gemma":0.0004238253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213494,"about_ca_topic_score_gemma":0.002027326,"domain_scores_codex":[0.9998355,0.00005977508,0.00001058809,0.0000366037,0.00004546199,0.00001211995],"domain_scores_gemma":[0.9996568,0.0001554945,0.00005590233,0.00002793895,0.00006149966,0.00004243895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001816433,0.001297796,0.7345425,0.0001537674,0.0004252744,0.000387503,0.0000453402,0.1565609,0.01028269,0.0002255505,0.0008890227,0.09337321],"study_design_scores_gemma":[0.0002244595,0.002860922,0.2843315,0.00002859706,0.000178147,0.0006905819,0.00004401823,0.7075701,0.002814485,0.000357579,0.0008769291,0.00002252622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708099,0.0001303625,0.02722903,0.00006202022,0.00001520319,0.0003105815,0.0006191728,0.0001505155,0.0006731625],"genre_scores_gemma":[0.9884707,0.00008301495,0.009731318,0.00002731985,0.000009126608,0.0002375609,0.0009091981,0.000006983386,0.0005248804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00213494,"threshold_uncertainty_score":0.005331695,"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."}}