{"id":"W2316458468","doi":"10.5665/sleep.1162","title":"Response of Genioglossus Muscle to Increasing Chemical Drive in Sleeping Obstructive Apnea Patients","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"","keywords":"Genioglossus; Mechanoreceptor; Anesthesia; Medicine; Apnea; Obstructive sleep apnea; Airway; Polysomnography; Electromyography; Tonic (physiology); Ventilation (architecture); Stimulation; Continuous positive airway pressure; Internal medicine; Physical medicine and rehabilitation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006293838,0.0002071017,0.0004283658,0.000515227,0.00004022271,0.000007027658,0.0002245908,0.0001424497,0.0001865956],"category_scores_gemma":[0.002202019,0.0002090195,0.0001119861,0.0007448307,0.0001954163,0.0001306707,0.0002742998,0.0003325015,0.00007158172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000385063,"about_ca_system_score_gemma":0.00004414673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003427586,"about_ca_topic_score_gemma":0.000008782058,"domain_scores_codex":[0.9976283,0.0002965801,0.0004768037,0.0004754818,0.0005813711,0.0005414736],"domain_scores_gemma":[0.9984926,0.0002108205,0.0001069776,0.0004736764,0.000392584,0.0003233714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0114102,0.0006259509,0.6562057,0.00005731255,0.00009529381,0.00009690259,0.007680228,0.000002639486,0.2787567,0.0001402267,0.000008020972,0.0449209],"study_design_scores_gemma":[0.00249471,0.0003796434,0.8437255,0.0000662836,0.00003406453,0.00001099543,0.000683773,0.0001679194,0.1521008,0.0001298313,0.00003867092,0.0001677831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963189,0.00002968539,0.0001803234,0.00007810991,0.0001542495,0.0007912674,0.00002078612,0.00003638496,0.002390266],"genre_scores_gemma":[0.9902275,7.713934e-7,0.009519885,0.0000990522,0.00004646623,0.00003844225,0.0000122229,0.0000437157,0.00001194307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1875199,"threshold_uncertainty_score":0.8523567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306127470670282,"score_gpt":0.2783542070382604,"score_spread":0.2552929323315576,"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."}}