{"id":"W4240433631","doi":"10.31236/osf.io/yswn8","title":"The Relationship between Fatigue and Actigraphy-Derived Sleep and Rest-Activity Patterns in Cancer Survivors","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Actigraphy; Medicine; Sleep onset; Insomnia; Sleep (system call); Cancer; Cancer-related fatigue; Physical therapy; Sleep onset latency; Sleep disorder; Sleep diary; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000412521,0.0001485407,0.0001811925,0.0004368648,0.0001717283,0.0003123206,0.0001251668,0.0002375787,0.001090801],"category_scores_gemma":[0.002913591,0.0001052694,0.0001887796,0.0004234351,0.0001538027,0.0002076327,0.0002635932,0.000252325,0.000145087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599104,"about_ca_system_score_gemma":0.0001245308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404995,"about_ca_topic_score_gemma":0.004502257,"domain_scores_codex":[0.9998053,0.00006394073,0.00002657649,0.00002782829,0.00004691196,0.00002942714],"domain_scores_gemma":[0.9985613,0.0003695647,0.0006553038,0.00004584705,0.0002006323,0.000167351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001728533,0.00002501415,0.9964706,0.00001351551,0.00004758233,0.00001697801,0.0001149438,0.00003356981,0.0002978863,0.000003460148,0.0000441362,0.00275943],"study_design_scores_gemma":[0.000002453983,0.00009880902,0.9996424,0.000002041677,0.000009785284,0.00004944719,0.00006825775,0.00005669635,0.00002612315,0.000003702331,0.00003930846,9.560663e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994729,0.0002091472,0.00004461546,0.00001584662,0.000002037235,0.000004774483,0.00009447506,0.00000161252,0.000154638],"genre_scores_gemma":[0.9996165,0.00009099874,0.00004837236,0.00001494298,0.000004058814,0.000009347803,0.0001374075,8.131668e-7,0.00007759655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002404995,"threshold_uncertainty_score":0.004781961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08898568958048987,"score_gpt":0.3450655046407968,"score_spread":0.2560798150603069,"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."}}