{"id":"W4306929859","doi":"10.3390/curroncol29100628","title":"Sleep Disturbance Affects Immune Factors in Clinical Liver Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Fudan University; National Natural Science Foundation of China","keywords":"Medicine; Sleep (system call); Immune system; Sleep disorder; Cancer; Disturbance (geology); Bioinformatics; Oncology; Internal medicine; Psychiatry; Immunology; Insomnia; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002233225,0.0001457181,0.0002259095,0.0003777567,0.0002686718,0.0003219398,0.0001146579,0.0001882539,0.001445198],"category_scores_gemma":[0.001434548,0.0001075715,0.0003201377,0.0006125604,0.0001661455,0.0002420726,0.0002445117,0.0003098539,0.0001419124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281905,"about_ca_system_score_gemma":0.000179906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049202,"about_ca_topic_score_gemma":0.003374557,"domain_scores_codex":[0.9998018,0.00005314521,0.00003486093,0.00003608838,0.00003280117,0.0000413595],"domain_scores_gemma":[0.9992884,0.0001033195,0.0004011456,0.00001845637,0.00006626748,0.0001224614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174465,0.00001717161,0.998166,0.00001804213,0.00002861375,0.00004673359,0.00004003666,0.0000191145,0.00009588013,0.000005766215,0.00006026066,0.001385098],"study_design_scores_gemma":[0.000005677801,0.00008916346,0.9993943,0.000009129327,0.00001965274,0.0001388694,0.00009125188,0.00009650582,0.00002233638,0.00001362779,0.0001176189,0.000001898053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977901,0.001360952,0.00005843666,0.00008430374,0.00001405688,0.00001007101,0.000156113,0.000002164937,0.0005238666],"genre_scores_gemma":[0.9994783,0.000255178,0.00003027175,0.00003140238,0.0000114104,0.00000498249,0.0001207647,5.595395e-7,0.0000670643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002049202,"threshold_uncertainty_score":0.004834712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07290977308446239,"score_gpt":0.4201380812962157,"score_spread":0.3472283082117533,"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."}}