{"id":"W3163296774","doi":"10.5664/jcsm.9358","title":"Long-term periodontal changes associated with oral appliance treatment of obstructive sleep apnea","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dentistry; Obstructive sleep apnea; Crown (dentistry); Oral appliance; Anterior teeth; Periodontium; Cephalogram; Sleep apnea; Incisor; Orthodontics; Mandible (arthropod mouthpart); Cephalometry; Malocclusion; Overbite; Internal medicine","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":[0.0005171736,0.0001914092,0.0004168567,0.0007913366,0.0006099946,0.0005488939,0.0001881161,0.0005706386,0.00125083],"category_scores_gemma":[0.002209606,0.000139178,0.0006047486,0.0008412163,0.0003272827,0.0002675417,0.0003373646,0.0008102128,0.0001307856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004207866,"about_ca_system_score_gemma":0.0003777778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002056862,"about_ca_topic_score_gemma":0.004527976,"domain_scores_codex":[0.9995742,0.00009379657,0.00006405338,0.00004539986,0.0001265254,0.00009586315],"domain_scores_gemma":[0.9979615,0.0005671584,0.0008909007,0.00008288205,0.0002321755,0.0002652544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004906827,0.0004074038,0.9630842,0.0001162065,0.0002312668,0.005775122,0.0003841079,0.000100041,0.007446922,0.00005026936,0.0001231347,0.01737447],"study_design_scores_gemma":[0.000007588387,0.000355344,0.9975296,0.000008395583,0.00006470663,0.00141459,0.0001912507,0.00005352753,0.0001881389,0.00001611813,0.0001653061,0.000005569935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979022,0.001040702,0.00003769166,0.00004162934,0.00001105805,0.00001146247,0.00008149922,0.000001911494,0.0008718123],"genre_scores_gemma":[0.9993945,0.0002290898,0.00003860276,0.00001512463,0.00001831549,0.00000603226,0.0001146592,7.301488e-7,0.0001828624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002056862,"threshold_uncertainty_score":0.004184425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08221518270059346,"score_gpt":0.4062436239750123,"score_spread":0.3240284412744189,"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."}}