{"id":"W2609955532","doi":"10.1093/sleepj/zsx050.474","title":"0475 COMPARISON OF PERIPHERAL ARTERIAL TONOMETRY AND POLYSOMNOGRAPHY FOR THE DIAGNOSIS OF OSA IN PATIENTS WITH CHRONIC OBSTRUCTIVE PULMONARY DISEASE","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Polysomnography; COPD; Epworth Sleepiness Scale; Internal medicine; Pulmonary function testing; Cardiology; Physical therapy; Apnea","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":[0.0022341,0.0004807752,0.0009487261,0.001028682,0.0002965047,0.0007535481,0.0004127971,0.000957887,0.001528568],"category_scores_gemma":[0.006128913,0.0003637057,0.0008149628,0.0007063285,0.000301857,0.0007766814,0.0005220153,0.0005595864,0.0005291952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423207,"about_ca_system_score_gemma":0.0003177589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340337,"about_ca_topic_score_gemma":0.003022139,"domain_scores_codex":[0.9987947,0.0005150749,0.0001589813,0.0001808062,0.0002589755,0.00009146409],"domain_scores_gemma":[0.9949646,0.003118542,0.0005442461,0.0001444253,0.0004889388,0.0007392365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005609408,0.0001867517,0.9874743,0.00006164998,0.0002471337,0.00009493194,0.00008782734,0.00009502877,0.0006034104,0.00001563666,0.0001016702,0.00542223],"study_design_scores_gemma":[0.0002283322,0.003960974,0.9940256,0.00001735239,0.000161637,0.0001829772,0.0001669844,0.0008872931,0.0001299414,0.00002360711,0.0002022628,0.00001298735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979483,0.000972609,0.0001053471,0.00004134035,0.00005494557,0.00003279257,0.0001315326,0.000006647746,0.00070642],"genre_scores_gemma":[0.9989821,0.0002539324,0.0002372122,0.00004888087,0.00006645515,0.000026536,0.0002487444,0.000002019402,0.0001339436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0022341,"threshold_uncertainty_score":0.01181519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783703968531937,"score_gpt":0.3020727506802875,"score_spread":0.2842357109949682,"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."}}