{"id":"W2055048070","doi":"10.1007/s11517-011-0801-8","title":"Biomechanical comparison of fusionless growth modulation corrective techniques in pediatric scoliosis","year":2011,"lang":"en","type":"article","venue":"Medical & Biological Engineering & Computing","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Polytechnique Montréal","funders":"","keywords":"SMA*; Scoliosis; Orthodontics; Cobb angle; Finite element method; Shape-memory alloy; Materials science; Curvature; Biomechanics; Implant; Compression (physics); Structural engineering; Biomedical engineering; Medicine; Surgery; Anatomy; Computer science; Engineering; Mathematics; Composite material; 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":[0.0004044402,0.0003638859,0.0004418658,0.0008892425,0.000276111,0.0003236968,0.0004848683,0.000428814,0.003009469],"category_scores_gemma":[0.001249014,0.0001522048,0.0003845109,0.0004263623,0.0003192164,0.0003383015,0.000348961,0.0003242083,0.0003001284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784218,"about_ca_system_score_gemma":0.0003148276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009413555,"about_ca_topic_score_gemma":0.001252414,"domain_scores_codex":[0.999567,0.00004892245,0.00004897613,0.00004562466,0.0002329219,0.00005656635],"domain_scores_gemma":[0.9993856,0.0002593722,0.00008148108,0.00006776724,0.0001561019,0.00004969124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01763548,0.002226145,0.02912344,0.0008643885,0.0003189362,0.0005990408,0.0005978335,0.01671852,0.4566488,0.0009766086,0.0008487795,0.473442],"study_design_scores_gemma":[0.001048504,0.04419349,0.6368073,0.000299653,0.0009618478,0.008136348,0.001667151,0.04422897,0.2531612,0.0008026218,0.008540483,0.0001524998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943104,0.0007561338,0.004018174,0.00005081104,0.00004447186,0.00002427581,0.0001776269,0.00004459852,0.0005735748],"genre_scores_gemma":[0.9968002,0.0003489977,0.00225405,0.00001510186,0.00001806939,0.00001655787,0.0001698119,0.00001545084,0.0003617832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003009469,"threshold_uncertainty_score":0.0100677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168229714156228,"score_gpt":0.3058371449329093,"score_spread":0.254154847791347,"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."}}