{"id":"W3000516931","doi":"10.1007/s00408-020-00325-6","title":"Obstructive Sleep Apnea Severity and the Risk of Occupational Injury: A Prospective Observational Cohort","year":2020,"lang":"en","type":"article","venue":"Lung","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Canadian Sleep & Circadian Network; University of British Columbia; Stornoway Diamond (Canada); Providence Health Care; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstructive sleep apnea; Internal medicine; Prospective cohort study; Polysomnogram; Cohort; Logistic regression; Odds ratio; Cohort study; Physical therapy; Sleep apnea; Polysomnography; Pediatrics; Apnea","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003128723,0.0001244863,0.0003045537,0.00004051259,0.0001197831,0.00001467834,0.0000990425,0.00006109461,0.0001357299],"category_scores_gemma":[0.001286092,0.00008637711,0.00008408349,0.0003497165,0.0005504346,0.0001240034,0.0001301908,0.0003645848,0.000006897425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008722676,"about_ca_system_score_gemma":0.00006454717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007343012,"about_ca_topic_score_gemma":0.00000379442,"domain_scores_codex":[0.9985753,0.0001410494,0.000240476,0.0002980477,0.0005809094,0.0001642457],"domain_scores_gemma":[0.9988113,0.0003241058,0.0001397053,0.0001735877,0.0004297749,0.0001215434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003673462,0.00003391374,0.9828994,0.00005819435,0.0005095407,0.000003014142,0.001226563,0.000007659215,0.0004579372,0.009468545,0.00008447317,0.001577289],"study_design_scores_gemma":[0.002283503,0.00009608718,0.9644384,0.000007380077,0.000190391,0.000008406665,0.0002689516,0.03005603,0.001277746,0.001231832,0.00006431177,0.00007693295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934936,0.0001235309,0.001571468,0.001776841,0.00005984052,0.001221065,0.000177389,0.00002839314,0.001547945],"genre_scores_gemma":[0.9975687,0.000009692682,0.00181805,0.0002762915,0.0001705822,0.00007892336,0.00003350842,0.00001429484,0.00002991541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03004837,"threshold_uncertainty_score":0.3522356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518852253043561,"score_gpt":0.310688436124293,"score_spread":0.2854999135938573,"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."}}