{"id":"W4295899941","doi":"10.2147/nss.s377758","title":"Differences in Predicted Therapeutic Outcome of Mandibular Advancement Determined by Remotely Controlled Mandibular Positioner in Canadian and Chinese Apneic Patients","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; National Natural Science Foundation of China","keywords":"Medicine; Obstructive sleep apnea; Oral appliance; Multivariate analysis; Sleep apnea; Polysomnography; Ethnic group; Odds ratio; Internal medicine; Apnea","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005109438,0.0001184251,0.0004128365,0.0006823941,0.0001134888,0.00001158593,0.0001626758,0.00007012949,0.00004419813],"category_scores_gemma":[0.0001670228,0.0000874706,0.00002602815,0.0007977697,0.000358391,0.0001209923,0.00008511161,0.0003770125,8.811689e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792548,"about_ca_system_score_gemma":0.00006931251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003418152,"about_ca_topic_score_gemma":0.003060994,"domain_scores_codex":[0.9982533,0.0000701229,0.0003273437,0.0002994779,0.0007235112,0.0003262769],"domain_scores_gemma":[0.9993973,0.00006066746,0.0000948392,0.0001520786,0.0001199664,0.000175102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005339489,0.000139414,0.9832572,0.00004060411,0.00001796137,0.00001723494,0.0003009527,0.000003508035,0.01292996,0.00005624608,0.000001049204,0.002701951],"study_design_scores_gemma":[0.007314032,0.0006128289,0.9852625,0.00002222368,0.00001940486,0.000006142264,0.000134233,0.005863767,0.0005229168,0.0001456206,0.00001634729,0.00008002132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970924,0.001325996,0.000006061786,0.0005539923,0.00007264513,0.0007506518,0.00005857089,0.000003219753,0.0001365079],"genre_scores_gemma":[0.9996858,0.00002941175,0.00007874507,0.0001280068,0.000005230281,0.0000237765,0.0000192793,0.000005747973,0.0000240184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01240704,"threshold_uncertainty_score":0.5167245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006628164998945387,"score_gpt":0.2758927760451849,"score_spread":0.2692646110462395,"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."}}