{"id":"W4394894040","doi":"10.1016/j.cmpb.2024.108174","title":"To what extent can mastication functionality be restored following mandibular reconstruction surgery? A computer modeling approach","year":2024,"lang":"en","type":"article","venue":"Computer Methods and Programs in Biomedicine","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Terry Fox Research Institute","keywords":"Masticatory force; Mandible (arthropod mouthpart); Rehabilitation; Condyle; Mastication; Computer science; Medicine; Orthodontics; Physical medicine and rehabilitation; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003187538,0.0003809727,0.0002426878,0.0005906119,0.0001274642,0.0007135454,0.0004598294,0.0007850205,0.001249699],"category_scores_gemma":[0.001375897,0.000218445,0.000429772,0.000317487,0.0003255817,0.0004666696,0.000235566,0.0001823084,0.0001569029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326993,"about_ca_system_score_gemma":0.0003769182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003969021,"about_ca_topic_score_gemma":0.00458218,"domain_scores_codex":[0.9999139,0.00002690354,0.000005226522,0.00001709172,0.00002779795,0.000009075186],"domain_scores_gemma":[0.9996818,0.0002336624,0.0000445029,0.00001227927,0.0000223323,0.000005563909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001553477,0.0001136162,0.01389336,0.0001953902,0.00004729801,0.000171426,0.0001933734,0.8953308,0.01855216,0.004447066,0.0005155656,0.0663846],"study_design_scores_gemma":[0.000007280114,0.00005477689,0.004358153,0.00002699999,0.00002203932,0.0001129811,0.00008246247,0.9913917,0.001391581,0.001575964,0.0009668977,0.000009291627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7374356,0.001722054,0.2454919,0.001360142,0.00003505222,0.00009991613,0.0005994265,0.000350006,0.01290586],"genre_scores_gemma":[0.9693568,0.001082517,0.02790467,0.00006346546,0.0000137166,0.00008221473,0.0001428651,0.00002300396,0.00133072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003969021,"threshold_uncertainty_score":0.007891834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09633462790805941,"score_gpt":0.3608195687288409,"score_spread":0.2644849408207814,"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."}}