{"id":"W4389152171","doi":"10.21203/rs.3.rs-3658092/v1","title":"To What Extent Can Mastication Functionality Be Restored Following Mandibular Reconstruction? A Simulation Study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Rehabilitation; Mastication; Condyle; Mandible (arthropod mouthpart); Physical medicine and rehabilitation; Computer science; Head and neck; Muscles of mastication; Orthodontics; Medicine; Surgery; Physical therapy; Temporomandibular joint","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":[0.0005801174,0.0003266742,0.0002541007,0.0003829715,0.0001295727,0.0003765542,0.0004176063,0.0008069486,0.002388443],"category_scores_gemma":[0.002416453,0.0001596516,0.0005686355,0.000223427,0.000378901,0.0002871477,0.0003121274,0.0002662582,0.0001642484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941805,"about_ca_system_score_gemma":0.0002747689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005212524,"about_ca_topic_score_gemma":0.004268486,"domain_scores_codex":[0.9998548,0.00006406426,0.000008958772,0.00001873,0.00002478278,0.00002867356],"domain_scores_gemma":[0.9987613,0.001027104,0.00007661982,0.0000522168,0.00005387131,0.00002895013],"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":[0.002322189,0.002503267,0.04585844,0.0002924302,0.0001371872,0.0007337625,0.0004351427,0.9130379,0.01217815,0.002217971,0.000645367,0.01963813],"study_design_scores_gemma":[0.0002583068,0.003313462,0.0275996,0.00005632587,0.000106901,0.000343515,0.0006882462,0.9588833,0.0061793,0.001207043,0.001327847,0.00003604649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971103,0.00004555643,0.001497347,0.0000447474,0.000004257829,0.00003047936,0.0001439909,0.000008931353,0.001114491],"genre_scores_gemma":[0.9983809,0.00005802747,0.001016434,0.000009895892,0.000001891476,0.00002318436,0.00009480935,0.000002244658,0.0004126496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005212524,"threshold_uncertainty_score":0.01036435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3081041764081234,"score_gpt":0.5475807557703039,"score_spread":0.2394765793621805,"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."}}