{"id":"W2808995971","doi":"10.1186/s12891-018-2112-9","title":"Global postural re-education in pediatric idiopathic scoliosis: a biomechanical modeling and analysis of curve reduction during active and assisted self-correction","year":2018,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep Edouard Montpetit; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Scoliosis; Medicine; Orthodontics; Cobb angle; Reduction (mathematics); Lumbar; Physical therapy; Trunk; Physical medicine and rehabilitation; Biomechanics; Surgery; Mathematics; Anatomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001680462,0.0001968611,0.0004028997,0.0007509941,0.0001009739,0.00002206811,0.0000373283,0.0001369387,0.000004524629],"category_scores_gemma":[0.0001319795,0.0001815773,0.0001936642,0.002048664,0.00006009181,0.0001962687,0.00004443055,0.0000916792,9.367853e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557297,"about_ca_system_score_gemma":0.000177903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065974,"about_ca_topic_score_gemma":0.002707276,"domain_scores_codex":[0.9985763,0.0001212168,0.0003801927,0.000475259,0.000232273,0.0002147266],"domain_scores_gemma":[0.9993876,0.00001679494,0.0001520992,0.0001852431,0.0001423342,0.0001159458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003697073,0.00116685,0.9885122,0.0003828642,0.000427649,6.267301e-7,0.0004541267,0.00006618536,0.0004381243,0.00003636499,0.000003662383,0.008141643],"study_design_scores_gemma":[0.001281456,0.0004763002,0.970848,0.0002182273,0.002337029,0.00001377924,0.001491308,0.02302274,0.0000864574,0.00007108956,3.291875e-7,0.0001532963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969683,0.0018243,0.0001494426,0.0001180513,0.0002517516,0.0005336141,0.000005284754,0.00004902752,0.0001002231],"genre_scores_gemma":[0.9983481,0.001134248,0.0002720429,0.00001165211,0.0001078063,0.00008961895,0.00002074659,0.00001330304,0.000002533543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02295656,"threshold_uncertainty_score":0.7404506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329846818385431,"score_gpt":0.3047677658076247,"score_spread":0.2914692976237703,"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."}}