{"id":"W3134535376","doi":"10.1109/tbcas.2021.3065824","title":"Smart Mandibular Advancement Device for Intraoral Monitoring of Cardiorespiratory Parameters and Sleeping Postures","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Circuits and Systems","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cardiorespiratory fitness; Computer science; Orthodontics; Medicine; Physical therapy","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":[0.0001512427,0.0003766571,0.0003344654,0.0002564286,0.00009359619,0.0002152086,0.0005079175,0.0004797157,0.001474821],"category_scores_gemma":[0.0003524989,0.0002136226,0.0003144446,0.000189505,0.0001447176,0.0002858892,0.0004318148,0.0002035488,0.0004071925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009285877,"about_ca_system_score_gemma":0.0001391117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002941444,"about_ca_topic_score_gemma":0.0006541082,"domain_scores_codex":[0.9998301,0.00001821168,0.0000103123,0.00005038625,0.00007540997,0.00001544896],"domain_scores_gemma":[0.9998624,0.0000380577,0.00003787687,0.00002354953,0.00002606369,0.00001190329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005898371,0.00007109601,0.007801358,0.0003926858,0.00004012579,0.0004641145,0.0001825131,0.0006664512,0.8242754,0.0004440726,0.001918606,0.1631537],"study_design_scores_gemma":[0.0004018136,0.004817142,0.1485338,0.000204811,0.0007201122,0.01407227,0.0004329795,0.08405256,0.6814276,0.000745335,0.06428463,0.0003069011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7087426,0.006187536,0.2721386,0.0006520657,0.0005901044,0.0003488153,0.0009851017,0.001898583,0.008456653],"genre_scores_gemma":[0.9049577,0.00133002,0.08638553,0.0003605745,0.0001351699,0.0002093669,0.0003064215,0.00004069595,0.006274478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001474821,"threshold_uncertainty_score":0.004933774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615042068440791,"score_gpt":0.314544277557846,"score_spread":0.2683938568734381,"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."}}