{"id":"W3109281495","doi":"10.1016/j.ajodo.2020.08.012","title":"Evaluation of masticatory muscle response to clear aligner therapy using ambulatory electromyographic recording","year":2020,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Western University; University of Toronto","funders":"","keywords":"Electromyography; Masseter muscle; Temporal muscle; Masticatory force; Medicine; Temporomandibular disorder; Physical medicine and rehabilitation; Orthodontics; Physical therapy; Dentistry; Temporomandibular joint","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007056111,0.0002021814,0.0006407287,0.0003652192,0.0002692631,0.00001566363,0.0001686273,0.00009569548,0.00006395581],"category_scores_gemma":[0.001919456,0.0001848809,0.0001842993,0.0007869449,0.0001983567,0.0001555923,0.00008167326,0.0005182692,0.00000287348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009959204,"about_ca_system_score_gemma":0.001061535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007859539,"about_ca_topic_score_gemma":0.00002584099,"domain_scores_codex":[0.9946355,0.002463249,0.001109052,0.0002393083,0.001173094,0.0003797664],"domain_scores_gemma":[0.9965022,0.0003760958,0.001318625,0.0001908465,0.001135096,0.0004771395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004591919,0.0001184193,0.8450003,0.00005623772,0.0003483658,0.00003159619,0.01042225,0.0004608698,0.02503254,0.000169815,0.0004790184,0.1132887],"study_design_scores_gemma":[0.007235572,0.009813769,0.881411,0.0005053428,0.001383572,0.00004339296,0.01866628,0.005001929,0.0002056066,0.000254663,0.07455868,0.0009202354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985373,0.0007283903,0.01137471,0.00165092,0.0003189648,0.0004600823,0.00000957701,0.0000175168,0.00006688121],"genre_scores_gemma":[0.9888014,0.0004580494,0.009079184,0.001360514,0.0002416947,0.000004733372,0.000001314478,0.00004791396,0.000005252625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1123684,"threshold_uncertainty_score":0.7539223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172833090860886,"score_gpt":0.4146991002030176,"score_spread":0.2974157911169291,"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."}}