{"id":"W4417488816","doi":"10.3390/curroncol33010001","title":"Factors Associated with Sleep Disruption and Fatigue in Thyroid Cancer Survivors","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Nebraska Medical Center","keywords":"Quality of life (healthcare); Thyroid cancer; Cohort; Depression (economics); Sleep (system call); Pittsburgh Sleep Quality Index; Sleep disorder","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":[0.0002143467,0.00009104543,0.0001740283,0.0004145324,0.0002698558,0.0002659223,0.0001131138,0.0002012494,0.001553072],"category_scores_gemma":[0.001573797,0.00009462173,0.0002399631,0.0006137757,0.000132099,0.0001744596,0.0002337413,0.0002283368,0.0001069435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794953,"about_ca_system_score_gemma":0.0002345232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007609484,"about_ca_topic_score_gemma":0.01162475,"domain_scores_codex":[0.9998621,0.00003522117,0.00001931051,0.00001846732,0.00002977594,0.00003514313],"domain_scores_gemma":[0.9993628,0.0001070709,0.0003258566,0.00002555533,0.00006383927,0.0001149793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003228837,0.00001188315,0.9983838,0.000006376977,0.00001866015,0.00003856471,0.00006578961,0.0000191745,0.00009752104,0.000005406849,0.00008161813,0.001238983],"study_design_scores_gemma":[0.000001384834,0.00003419367,0.9995875,0.000003569007,0.000009447358,0.00009582622,0.0001075155,0.00004727591,0.0000141662,0.000007727405,0.00009023338,0.000001185151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991486,0.0002810566,0.00003171705,0.00005578712,0.000002945526,0.00000475575,0.0001478619,0.000001949702,0.0003252711],"genre_scores_gemma":[0.9996337,0.00009856723,0.00001664655,0.00001776825,0.000005202945,0.000003421093,0.0001273745,7.033849e-7,0.00009656089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007609484,"threshold_uncertainty_score":0.0151304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177651096529551,"score_gpt":0.4105419576361333,"score_spread":0.2927768479831783,"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."}}