{"id":"W4386928933","doi":"10.1038/s41432-023-00931-2","title":"Does short-term treatment with clear aligner therapy induce changes in muscular activity?","year":2023,"lang":"en","type":"article","venue":"Evidence-Based Dentistry","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Malocclusion; Electromyography; Occlusion; Prospective cohort study; Inclusion and exclusion criteria; Physical therapy; Orthodontics; Physical medicine and rehabilitation; Dentistry; Surgery","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":[0.0007123535,0.0003589444,0.0004533819,0.0003417226,0.00041542,0.00004119397,0.0002820386,0.000298563,0.0005656708],"category_scores_gemma":[0.00009303388,0.0002171429,0.0001095205,0.0007730745,0.000112494,0.0003576545,0.00007462616,0.0004603029,0.0004539817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004745995,"about_ca_system_score_gemma":0.0005027279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009315197,"about_ca_topic_score_gemma":0.007868887,"domain_scores_codex":[0.9967886,0.0008212522,0.0003560093,0.0006787447,0.0005599964,0.0007953482],"domain_scores_gemma":[0.9981259,0.0006843791,0.0001684896,0.0007766223,0.00007257282,0.0001720394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009367744,0.0003930182,0.9532739,0.0003923831,0.0001378303,0.001389251,0.00234017,0.00004587771,0.0188114,0.00002340615,0.002304895,0.01995113],"study_design_scores_gemma":[0.003543251,0.001127354,0.9639965,0.002875184,0.00005492554,0.00000586665,0.002359564,0.0001618387,0.01069322,0.00007183744,0.01447729,0.0006331692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988139,0.0004922151,0.00008185483,0.008546067,0.000745795,0.001482034,0.0000249377,0.0003748545,0.0001132583],"genre_scores_gemma":[0.9944346,0.001269289,0.0001312524,0.0005139139,0.0002155121,0.001007207,0.00005084507,0.0000801758,0.002297182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01931797,"threshold_uncertainty_score":0.885483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331273886443122,"score_gpt":0.4150232629330319,"score_spread":0.2818958742887198,"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."}}