{"id":"W2544964758","doi":"10.5665/sleep.6304","title":"Arousal Intensity is a Distinct Pathophysiological Trait in Obstructive Sleep Apnea","year":2016,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"National Heart, Lung, and Blood Institute; International Business Machines Corporation","keywords":"Arousal; Polysomnography; Genioglossus; Intensity (physics); Anesthesia; Audiology; Obstructive sleep apnea; Apnea; Low arousal theory; Medicine; Psychology; Neuroscience","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002589799,0.0003092634,0.0006147553,0.000217758,0.00007708336,0.00001724693,0.0002473196,0.0002244311,0.0009735249],"category_scores_gemma":[0.0008004294,0.0001929409,0.0002141621,0.0004342678,0.000530066,0.0001539915,0.0002486634,0.0004942325,0.0004080696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003723177,"about_ca_system_score_gemma":0.00002636166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006499462,"about_ca_topic_score_gemma":0.0000225389,"domain_scores_codex":[0.9973632,0.0001374139,0.0004118171,0.0007695095,0.0005592778,0.0007588493],"domain_scores_gemma":[0.9985711,0.0001943807,0.00009141571,0.0005537024,0.0002653451,0.0003240505],"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":[0.002984313,0.0007222917,0.3039421,0.00007449475,0.0001890124,0.001046465,0.001006248,9.341501e-7,0.2145031,0.0009604633,0.0001767309,0.4743938],"study_design_scores_gemma":[0.003722536,0.000632647,0.9798847,0.00005770775,0.00004839657,0.00011818,0.0003435028,0.0007060979,0.009520452,0.004234556,0.0004218236,0.0003094327],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929365,0.00005199542,0.001437126,0.002046281,0.0002944907,0.0005931125,0.00008637882,0.0001060263,0.002448118],"genre_scores_gemma":[0.9981792,0.000004374212,0.0008144482,0.0003970189,0.0002892448,0.00006127512,0.00001598751,0.00003947089,0.0001990008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6759425,"threshold_uncertainty_score":0.9999397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250333981541658,"score_gpt":0.2835542900792441,"score_spread":0.2610509502638275,"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."}}