{"id":"W2609441143","doi":"10.1093/sleepj/zsx050.711","title":"0712 SUBJECTIVE SLEEPINESS IN SHIFT WORK DISORDER","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Epworth Sleepiness Scale; SSS*; Somnolence; Shift work; Psychology; Work schedule; Medicine; Audiology; Physical therapy; Psychiatry; Polysomnography; Internal medicine; Work (physics); Electroencephalography; Adverse effect","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002283448,0.0002077236,0.0002456996,0.0001316462,0.000284338,0.00007842292,0.0005731051,0.00028044,0.001745846],"category_scores_gemma":[0.0001001064,0.0001983884,0.00009107037,0.0002229767,0.0001523626,0.0001670876,0.0001135479,0.0004438263,0.001978973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004119608,"about_ca_system_score_gemma":0.00001043856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037835,"about_ca_topic_score_gemma":0.0008836864,"domain_scores_codex":[0.9985402,0.0001041123,0.000256167,0.0004474025,0.0001447843,0.0005073536],"domain_scores_gemma":[0.9986104,0.00007570081,0.0001496502,0.001041545,0.00003082837,0.00009192064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001664698,0.0002704639,0.8698366,0.00000171485,0.00009814641,0.00008938337,0.003231828,0.00005218602,0.000001214416,0.007980265,0.0008349275,0.1174368],"study_design_scores_gemma":[0.001911427,0.00004295201,0.9943457,0.00008487529,0.00002849901,0.000001009685,0.0002922915,0.000007482841,0.00001538973,0.0009659415,0.002010739,0.0002936806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8643669,0.0008833025,0.0005566448,0.001235345,0.003023383,0.0003139756,0.000006794574,0.0000895699,0.1295241],"genre_scores_gemma":[0.9988005,0.00001031865,0.00005854611,0.0001708883,0.0002210982,0.00009672186,0.00001189671,0.0000398179,0.0005902438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344335,"threshold_uncertainty_score":0.9991667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906864294808013,"score_gpt":0.3096865584451421,"score_spread":0.290617915497062,"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."}}