{"id":"W2415076144","doi":"10.3233/978-1-61499-067-3-303","title":"Biomechanical analysis of pedicle screw density in spinal instrumentation for scoliosis treatment: first results","year":2012,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Scoliosis; Idiopathic scoliosis; Medicine; Orthodontics; Instrumentation (computer programming); Surgery; Computer science","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":[0.0003335242,0.0004017921,0.0002492487,0.0005612909,0.0001622971,0.0002646736,0.0002844344,0.0003918817,0.001138199],"category_scores_gemma":[0.001366784,0.000188307,0.000410227,0.0004188256,0.0002836559,0.0001775175,0.0002143696,0.0001811581,0.0001319239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401096,"about_ca_system_score_gemma":0.0001948471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632142,"about_ca_topic_score_gemma":0.003153553,"domain_scores_codex":[0.9997361,0.00006826357,0.00001892841,0.00002961692,0.0001263791,0.0000206742],"domain_scores_gemma":[0.9993677,0.0003533974,0.00006709384,0.00005141978,0.0001272248,0.00003325706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002887842,0.001255819,0.2650779,0.0006369998,0.0002420318,0.0005986368,0.0006206444,0.1937933,0.2914884,0.0005800801,0.0006258482,0.2421924],"study_design_scores_gemma":[0.0001117161,0.008474537,0.4245047,0.00008885764,0.0002865417,0.001743697,0.0006810055,0.4283905,0.1328488,0.0008218341,0.001919606,0.000128155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938012,0.0003344984,0.005354795,0.00002821608,0.000005328753,0.00002057811,0.00008594211,0.00003703882,0.0003323945],"genre_scores_gemma":[0.9972547,0.0001616976,0.00232526,0.000004893528,0.000002920847,0.000009308416,0.00008479456,0.000005450656,0.0001510343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001632142,"threshold_uncertainty_score":0.003807664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114054509888999,"score_gpt":0.4334828471313775,"score_spread":0.3220773961424776,"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."}}