{"id":"W3094022233","doi":"10.5664/jcsm.8918","title":"Feasibility of unattended home sleep apnea testing in a cognitively impaired clinic population","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Heart and Stroke Foundation; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dementia; Sleep apnea; Obstructive sleep apnea; Cognitive impairment; Cognition; Population; Physical therapy; Pediatrics; Audiology; Internal medicine; Psychiatry; Disease","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":[0.001226736,0.000438055,0.0003237218,0.00106548,0.001287463,0.001391096,0.0009541279,0.0009164321,0.002422936],"category_scores_gemma":[0.008074253,0.0003479935,0.000466663,0.0006391701,0.0008179192,0.000910672,0.000744462,0.0009859387,0.0003567476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007544208,"about_ca_system_score_gemma":0.001482306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02131065,"about_ca_topic_score_gemma":0.0302223,"domain_scores_codex":[0.9986726,0.0004408926,0.0001037028,0.0001853847,0.0002570225,0.00034047],"domain_scores_gemma":[0.9971385,0.001179374,0.0005026472,0.0001080185,0.0004643638,0.0006070419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002707923,0.0007068487,0.9951079,0.00001130225,0.00001353845,0.0005307086,0.0003964077,0.00003230962,0.0003395528,0.00002640794,0.0001991925,0.002365019],"study_design_scores_gemma":[0.00004164782,0.00089479,0.9953554,0.00001328661,0.00002443653,0.0008455353,0.002066392,0.0004757762,0.0000900569,0.00005057818,0.0001321439,0.00001002146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986545,0.00007314252,0.00004408491,0.0001519363,0.00001465958,0.00003708022,0.00007663391,0.000003164701,0.0009447935],"genre_scores_gemma":[0.9995074,0.00004112976,0.0001094845,0.0001062415,0.00002086857,0.00002390783,0.00005982074,0.000001963417,0.0001292122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02131065,"threshold_uncertainty_score":0.04237324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2277335696335225,"score_gpt":0.4574954648688,"score_spread":0.2297618952352775,"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."}}