{"id":"W4401755109","doi":"10.1007/s00520-024-08788-6","title":"Comparing sleep measures in cancer survivors: self-reported sleep diary versus objective wearable sleep tracker","year":2024,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"National Cancer Institute; National Institutes of Health; Memorial Sloan-Kettering Cancer Center","keywords":"Sleep (system call); Medicine; Activity tracker; Wearable computer; Pain medicine; Nursing research; Polysomnography; BitTorrent tracker; Sleep deprivation; Physical therapy; Physical medicine and rehabilitation; Physical activity; Circadian rhythm; Psychiatry; Electroencephalography; Eye tracking; Internal medicine; Artificial intelligence; Nursing","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":[0.001422153,0.0003245936,0.0005993719,0.0006715011,0.0002280733,0.0007269453,0.0003469212,0.0005420765,0.001418305],"category_scores_gemma":[0.004387076,0.0001894266,0.0006294168,0.0007865094,0.0001462281,0.000669443,0.0005671527,0.0003907298,0.000244292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483766,"about_ca_system_score_gemma":0.000257791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528177,"about_ca_topic_score_gemma":0.003718858,"domain_scores_codex":[0.9990551,0.0004030305,0.0001490283,0.0001466208,0.0001843638,0.00006188748],"domain_scores_gemma":[0.9980336,0.0007601684,0.0006193347,0.0001149396,0.0003040823,0.0001678051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009448331,0.0004439678,0.9549273,0.0004809849,0.001273615,0.00003633014,0.0003991983,0.000271686,0.001889266,0.0000510042,0.0004982564,0.03028012],"study_design_scores_gemma":[0.0002437158,0.004969779,0.9910914,0.00006540082,0.0004671457,0.0001322573,0.0006792314,0.0009206382,0.0007436085,0.00003522096,0.0006339424,0.0000175616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960082,0.0009221341,0.0006728843,0.00003601843,0.00005521128,0.0001070721,0.00113133,0.00001225433,0.001054777],"genre_scores_gemma":[0.9963619,0.0004842059,0.0009759378,0.00007712904,0.00004031551,0.0002222137,0.001113184,0.000007758248,0.0007174126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001528177,"threshold_uncertainty_score":0.007521152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04028413290623675,"score_gpt":0.3327489521345257,"score_spread":0.292464819228289,"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."}}