{"id":"W2802291220","doi":"10.1093/sleep/zsy061.548","title":"0549 Treating OSA With Oral Appliances: A Feedback Controlled Mandibular Positioner Prospectively Identifies Responders","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Prospective cohort study; Oral appliance; Predictive value; Equivalence (formal languages); Clinical trial; Predictive value of tests; Internal medicine; Surgery; Physical therapy; Mathematics; Sleep apnea","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":[0.001225228,0.0002204396,0.0003681109,0.0005632092,0.0001737682,0.0003715464,0.0002137691,0.0004556259,0.001468405],"category_scores_gemma":[0.003289182,0.0001440421,0.0002814332,0.0003114182,0.0001346921,0.0002781001,0.0002553787,0.0002500146,0.0007629687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008832178,"about_ca_system_score_gemma":0.0001728097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006638264,"about_ca_topic_score_gemma":0.001101817,"domain_scores_codex":[0.9994691,0.0002179791,0.00006256175,0.00005758195,0.0001497285,0.00004306064],"domain_scores_gemma":[0.9985657,0.0007055111,0.0002995995,0.0001315086,0.0002208449,0.00007688227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00106223,0.0002967473,0.9669783,0.00004529313,0.00002796903,0.0002502478,0.0001627206,0.00006028391,0.005561532,0.00001514301,0.000155821,0.02538371],"study_design_scores_gemma":[0.0001107014,0.003474911,0.9894632,0.00003826649,0.00009626747,0.0009659565,0.0002695787,0.00124857,0.003319297,0.00003087823,0.0009665164,0.0000159326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983165,0.0001923725,0.0003995982,0.00002617241,0.000009360099,0.00006490694,0.0001195903,0.00001471422,0.0008567577],"genre_scores_gemma":[0.9974049,0.0001743206,0.001434033,0.00009920779,0.00002749376,0.00007768092,0.0002831635,0.000006314308,0.0004929994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001468405,"threshold_uncertainty_score":0.00647974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556022172662382,"score_gpt":0.2955304754311984,"score_spread":0.2799702537045746,"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."}}