{"id":"W2028514238","doi":"10.1007/s11325-014-1031-8","title":"Swallowing and breathing patterns during sleep in patients with obstructive sleep apnea","year":2014,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Swallowing; Polysomnography; Obstructive sleep apnea; Neurology; Anesthesia; Otorhinolaryngology; Apnea; Sleep (system call); Breathing; Sleep apnea; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004498688,0.0004351149,0.0006271868,0.0004576773,0.0003520224,0.0001512386,0.0001462453,0.0001917162,0.00003228432],"category_scores_gemma":[0.0001781905,0.0003645753,0.00007433142,0.0003211929,0.0001779835,0.0006289588,0.0002879627,0.0007757233,0.000006884573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207469,"about_ca_system_score_gemma":0.00001016243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003303532,"about_ca_topic_score_gemma":0.00004567538,"domain_scores_codex":[0.9970386,0.0001486504,0.0004319795,0.0008751713,0.0006953996,0.0008101694],"domain_scores_gemma":[0.9987298,0.0001823322,0.0001291493,0.0004129117,0.000167229,0.0003786233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004020867,0.0001255445,0.8850569,0.0002929033,0.0001777012,0.0001411472,0.003144166,0.00001875798,0.0008076255,0.00009610948,2.859529e-7,0.1097367],"study_design_scores_gemma":[0.007828523,0.0003823456,0.9822142,0.0003667836,0.0001435808,0.0001780909,0.001081849,0.006171863,0.001074469,0.0001102414,0.00001962265,0.0004284937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963841,0.0001351203,0.00136513,0.0002210112,0.0001452736,0.0006568329,0.00001207728,0.00009750002,0.0009828922],"genre_scores_gemma":[0.9977213,0.000008526793,0.001796477,0.0001260001,0.0001773943,0.00003052105,0.00002965539,0.0000835489,0.0000266356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1093082,"threshold_uncertainty_score":0.9998806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006185009876278965,"score_gpt":0.2269292460138797,"score_spread":0.2207442361376007,"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."}}