{"id":"W4220891588","doi":"10.1111/joor.13316","title":"Disparities in oxygen saturation and hypoxic burden levels in obstructive sleep apnoea patient’s response to oral appliance treatment","year":2022,"lang":"en","type":"article","venue":"Journal of Oral Rehabilitation","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Oxygen saturation; Sleep (system call); Emergency medicine; Oxygen; Computer science","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":[0.0004823929,0.00008846584,0.0002499364,0.0003842424,0.0002550854,0.0003125214,0.0001441871,0.0002901268,0.002008761],"category_scores_gemma":[0.001895159,0.00005595217,0.0002560059,0.000472184,0.000163983,0.000290693,0.0003147256,0.0002581824,0.0001512065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912345,"about_ca_system_score_gemma":0.0001734714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632243,"about_ca_topic_score_gemma":0.002193041,"domain_scores_codex":[0.9996138,0.0001043616,0.00005956818,0.00006743821,0.00007777726,0.00007702949],"domain_scores_gemma":[0.9991118,0.0001959157,0.0004147796,0.00003788152,0.00008785067,0.000151604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003492394,0.00008587382,0.9963003,0.00001332031,0.00004722387,0.0000354742,0.0001295146,0.00002122925,0.0005516475,0.00001396591,0.00007182119,0.002380461],"study_design_scores_gemma":[0.000003270258,0.0000989308,0.999559,0.000001946155,0.00000667589,0.00002781913,0.0001577781,0.00004835302,0.000039805,0.000007070848,0.00004820265,0.000001034116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999561,0.00007704012,0.0000178247,0.00002923154,0.000003658512,0.000004833788,0.0000682621,5.692573e-7,0.0002376379],"genre_scores_gemma":[0.9998299,0.00002102834,0.00001245991,0.00001355048,0.000005256969,0.000003854214,0.0000644091,2.608736e-7,0.00004919061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002008761,"threshold_uncertainty_score":0.006720006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470170308256188,"score_gpt":0.3164153309707144,"score_spread":0.2917136278881526,"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."}}