{"id":"W2290163439","doi":"10.2106/jbjs.j.01682","title":"Is Larger Scoliosis Curve Magnitude Associated with Increased Perioperative Health-Care Resource Utilization?","year":2012,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Perioperative; Scoliosis; Blood transfusion; Area under the curve; Odds ratio; Spinal fusion; Vertebra; Logistic regression; Univariate analysis; Prospective cohort study; Multivariate analysis; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007030328,0.0001925265,0.0003321698,0.0005283948,0.0001982901,0.000673705,0.0003772752,0.0003557225,0.001844838],"category_scores_gemma":[0.00440684,0.000128869,0.0005068364,0.0007363437,0.0002932117,0.0003534214,0.0003547639,0.0005604722,0.0001802607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045769,"about_ca_system_score_gemma":0.0005613693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473733,"about_ca_topic_score_gemma":0.00178399,"domain_scores_codex":[0.9993436,0.0001633729,0.00008665372,0.0001463155,0.0001467157,0.0001134054],"domain_scores_gemma":[0.9941849,0.001482776,0.003205901,0.0002081355,0.0002921297,0.000626175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001578759,0.000005282963,0.9995933,0.000002223496,0.00001402309,0.00001855452,0.000006095847,0.00001361524,0.00002567559,0.000004515673,0.00001268772,0.0002882626],"study_design_scores_gemma":[0.000002067823,0.00004434976,0.9991382,0.000005044075,0.00002255374,0.0003274348,0.00007330318,0.0002624349,0.00003965332,0.00001931084,0.00006351592,0.000002104344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994549,0.0001846929,0.00007454793,0.00006711941,0.000003104668,0.00000230357,0.00009613156,0.000001264971,0.0001159446],"genre_scores_gemma":[0.9997049,0.0000659196,0.00005527331,0.00001185436,0.00001032777,0.000002062078,0.0001291364,0.000001037501,0.00001946154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001844838,"threshold_uncertainty_score":0.006171525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07049171640673464,"score_gpt":0.3120885200831099,"score_spread":0.2415968036763753,"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."}}