{"id":"W2938545128","doi":"10.1093/sleep/zsz067.982","title":"0985 Increasing Adherence To Mandibular Advancement Devices For Obstructive Sleep Apnea","year":2019,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Randomized controlled trial; Psychological intervention; Physical therapy; Dentistry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005869133,0.0001294452,0.0002662414,0.0002116661,0.000204603,0.0001735572,0.0001853408,0.0002819139,0.003281457],"category_scores_gemma":[0.001560258,0.00009408846,0.0003526472,0.0001428333,0.000124987,0.0001181898,0.0002929003,0.0003354163,0.0002947797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460205,"about_ca_system_score_gemma":0.000211227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008808551,"about_ca_topic_score_gemma":0.001336065,"domain_scores_codex":[0.9996233,0.0001537498,0.00003301806,0.00003671171,0.0001025218,0.00005068873],"domain_scores_gemma":[0.9995042,0.000183272,0.0001512943,0.00003896661,0.00003243596,0.00008986032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02653081,0.04001554,0.3554587,0.0008200511,0.0005260903,0.0001856266,0.0005684151,0.0003779383,0.0302035,0.0001483473,0.002126496,0.5430385],"study_design_scores_gemma":[0.00123581,0.06656248,0.9273498,0.00007594721,0.0001677312,0.0001112353,0.000145739,0.0004593742,0.001766051,0.00004522248,0.002072839,0.000007856564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998555,0.0003103225,0.0000620193,0.00009963071,0.0000260544,0.00004605039,0.00003137932,0.000007116392,0.0008623124],"genre_scores_gemma":[0.9981603,0.0003383156,0.0004171754,0.00009553757,0.00004850949,0.00006206074,0.00007648606,0.000001448928,0.0008001106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003281457,"threshold_uncertainty_score":0.01097751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163188952019147,"score_gpt":0.3194885448283346,"score_spread":0.2978566553081431,"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."}}