{"id":"W2090953030","doi":"10.1164/rccm.200310-1446oc","title":"Remotely Controlled Mandibular Positioner Predicts Efficacy of Oral Appliances in Sleep Apnea","year":2004,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Respiratory disturbance index; Positive pressure; Sleep apnea; Anesthesia; Airway; Apnea; Oral appliance; Positive airway pressure; Respiratory system; Predictive value; Internal medicine; Polysomnography","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":[0.0006256543,0.0002445308,0.0003107213,0.000243695,0.000162028,0.0003040037,0.0001386545,0.0004832681,0.001310191],"category_scores_gemma":[0.004114755,0.0001763939,0.0002985137,0.0001559328,0.0002149506,0.0002600339,0.0001832427,0.0004361391,0.000342449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011314,"about_ca_system_score_gemma":0.00009268043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003674333,"about_ca_topic_score_gemma":0.0005784654,"domain_scores_codex":[0.9996374,0.0001352972,0.00005362616,0.00004288935,0.00009784391,0.00003295988],"domain_scores_gemma":[0.9969472,0.00147685,0.001023834,0.0001224702,0.000154829,0.0002747414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006772793,0.000187288,0.99257,0.00001293872,0.00004169183,0.00006791679,0.0000532256,0.0001808305,0.001754743,0.000009534891,0.00005623159,0.004388402],"study_design_scores_gemma":[0.00002563576,0.001287931,0.9971179,0.0000043458,0.00002760532,0.0002712717,0.00004661476,0.0008227723,0.0003100772,0.00001122595,0.00007117202,0.00000347545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993929,0.0001372606,0.00006200543,0.00002050158,0.000003702956,0.000007361975,0.00003282461,0.000003863376,0.0003396289],"genre_scores_gemma":[0.9996846,0.00003972391,0.00008817557,0.00001655557,0.000008145001,0.000005559491,0.0000610308,0.000001471418,0.0000948489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001310191,"threshold_uncertainty_score":0.004383028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894847218438526,"score_gpt":0.3343105279296031,"score_spread":0.3153620557452179,"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."}}