{"id":"W2903470007","doi":"10.1017/s1478951518000779","title":"Frequency and characteristics of drowsiness, somnolence, or daytime sleepiness in patients with advanced cancer","year":2018,"lang":"en","type":"article","venue":"Palliative & Supportive Care","topic":"Cancer survivorship and care","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Medicine; Epworth Sleepiness Scale; Pittsburgh Sleep Quality Index; Anxiety; Hospital Anxiety and Depression Scale; Internal medicine; Depression (economics); Interquartile range; Somnolence; Insomnia; Physical therapy; Polysomnography; Psychiatry; Adverse effect; Sleep quality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004856143,0.0002429255,0.0005413448,0.0001204041,0.00004597085,0.000008538089,0.00008382416,0.00008484138,0.0004217978],"category_scores_gemma":[0.0001108675,0.0001751168,0.00003992375,0.000454908,0.0003400389,0.0001474518,0.00004609841,0.0001549044,0.000004355549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180347,"about_ca_system_score_gemma":0.0003284839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004831964,"about_ca_topic_score_gemma":0.003342132,"domain_scores_codex":[0.9985924,0.00003568425,0.0003630723,0.000397114,0.0003187415,0.0002929522],"domain_scores_gemma":[0.9975883,0.00004224935,0.0002771947,0.0002290581,0.001742525,0.0001207058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001287096,0.00009652068,0.9754118,0.00054308,0.00005850772,0.00002148809,0.008096409,1.523769e-7,0.0001956343,0.0000381083,0.00002150127,0.01422966],"study_design_scores_gemma":[0.002724397,0.001208688,0.9893226,0.001248691,0.00009510643,5.14754e-7,0.003182683,0.000004721907,0.001779835,0.00001983743,0.0001817538,0.0002311984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971987,0.000478485,0.0000637505,0.00008579901,0.0002436378,0.0006046013,0.000625436,0.00002210004,0.0006774733],"genre_scores_gemma":[0.9988533,0.0001789279,0.000158946,0.0002200833,0.0001064418,0.0001026771,0.0002405331,0.00003302181,0.0001061198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01399846,"threshold_uncertainty_score":0.7141057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102253115738506,"score_gpt":0.2829759705626032,"score_spread":0.2727506589887526,"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."}}