{"id":"W2899357647","doi":"10.1164/rccm.201810-1935ed","title":"Arousability in Obstructive Sleep Apnea: Friend or Foe?","year":2018,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep (system call); Sleep apnea syndromes; Apnea; Sleep apnea; Polysomnography; Anesthesia; Intensive care medicine; Audiology","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":[0.001664752,0.0005869178,0.001288352,0.00100961,0.004184596,0.00267149,0.001250844,0.0363518,0.006928434],"category_scores_gemma":[0.02192811,0.0005333165,0.0009874377,0.0007379123,0.003488027,0.004467502,0.001395268,0.02043345,0.002922444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003073131,"about_ca_system_score_gemma":0.002624004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00426338,"about_ca_topic_score_gemma":0.007015482,"domain_scores_codex":[0.9983038,0.000563946,0.0002815319,0.0002468804,0.0002838245,0.0003200008],"domain_scores_gemma":[0.9934977,0.003635907,0.000745126,0.0001754496,0.0008641598,0.001081682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002233061,0.0002746005,0.02578538,0.0002816561,0.00009647329,0.2172391,0.0023047,0.0001121468,0.0003676832,0.008369034,0.7062414,0.03870446],"study_design_scores_gemma":[0.0005813024,0.0004652711,0.02485292,0.004396161,0.0003294165,0.3916134,0.01491593,0.001797279,0.0004916243,0.03701508,0.5232571,0.0002844681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006245216,0.006622193,0.0001107627,0.9684966,0.01024804,0.00001181729,0.00003211618,0.00002309401,0.008210188],"genre_scores_gemma":[0.116571,0.009533429,0.0004931113,0.7057087,0.1583015,0.00004589191,0.00005502734,0.00003925298,0.009252112],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0363518,"threshold_uncertainty_score":0.02317798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999001413598558,"score_gpt":0.3500615854294949,"score_spread":0.3200715712935093,"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."}}