{"id":"W2135915382","doi":"10.1378/chest.14-1949","title":"The Effect of OSA on Work Disability and Work-Related Injuries","year":2015,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Alertness; Absenteeism; Presenteeism; Neurocognitive; Obstructive sleep apnea; Excessive daytime sleepiness; Quality of life (healthcare); Occupational safety and health; Sleep deprivation; Cognition; Physical therapy; Gerontology; Psychiatry; Sleep disorder; Internal medicine; Psychology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003309537,0.0003426309,0.001623424,0.00009671658,0.000182207,0.00007617447,0.0002614841,0.0003046732,0.00005539856],"category_scores_gemma":[0.002102762,0.0001608903,0.0004188505,0.0005439133,0.001201637,0.00004410986,0.0001378037,0.002314511,0.0000385016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004135513,"about_ca_system_score_gemma":0.0001425558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001020102,"about_ca_topic_score_gemma":3.21084e-7,"domain_scores_codex":[0.997056,0.0009271321,0.0006979742,0.0002515583,0.0007143057,0.0003530117],"domain_scores_gemma":[0.9966506,0.001883384,0.0004411583,0.0004958043,0.000166348,0.0003626978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003528041,0.00003750873,0.01233857,0.005085566,0.0004698666,0.00002463226,0.00004526799,4.819716e-8,1.895375e-7,0.00001040883,0.000275084,0.9813601],"study_design_scores_gemma":[0.001671911,0.001871436,0.01202049,0.0221188,0.001984151,0.0005113787,0.00003064401,3.42394e-7,0.00002352981,0.0001255211,0.9593688,0.0002729541],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01217881,0.98573,0.000001198012,0.0002144572,0.0003889284,0.0008282276,0.00000589524,0.00001216979,0.0006402897],"genre_scores_gemma":[0.005322216,0.9939677,0.00003383015,0.000002659114,0.0004042494,0.00002437641,0.000008940755,0.00005131814,0.0001847103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9810871,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04178253148815657,"score_gpt":0.3810157197215628,"score_spread":0.3392331882334062,"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."}}