{"id":"W4387445494","doi":"10.21203/rs.3.rs-3407984/v1","title":"Comparing sleep measures in cancer survivors: Self-reported sleep diary versus objective wearable sleep tracker","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"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":"Insomnia; Sleep onset; Wilcoxon signed-rank test; Sleep (system call); Sleep diary; Physical therapy; Medicine; Actigraphy; Mann–Whitney U test; Rank correlation; Polysomnography; Activity tracker; Spearman's rank correlation coefficient; Psychology; Internal medicine; Physical activity; Statistics; Psychiatry; Mathematics","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":[0.00277298,0.000281016,0.0004735288,0.0006666598,0.0001688853,0.0008371414,0.0003859175,0.0004704339,0.003680488],"category_scores_gemma":[0.00947485,0.000203942,0.0006231421,0.0008794625,0.0001524645,0.0007718406,0.0007095173,0.0003286867,0.0004406655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173912,"about_ca_system_score_gemma":0.0003519437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945416,"about_ca_topic_score_gemma":0.00326844,"domain_scores_codex":[0.9987728,0.0006559096,0.0001227998,0.0001840152,0.0002035402,0.0000608749],"domain_scores_gemma":[0.9968641,0.001784951,0.0006623206,0.0002389437,0.0002946632,0.0001550698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01302767,0.000444319,0.9235502,0.0005518942,0.001498259,0.00003172068,0.000499081,0.0003327845,0.001793868,0.0001625049,0.001339,0.05676868],"study_design_scores_gemma":[0.0003843681,0.004361012,0.9902894,0.00008822931,0.0006487007,0.00009109166,0.0008682943,0.001091908,0.0008706417,0.000125886,0.001161903,0.00001862719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933392,0.0009509554,0.001239897,0.00008312872,0.00008489133,0.0001000867,0.002503424,0.0000181209,0.001680148],"genre_scores_gemma":[0.9934034,0.0006662925,0.001608768,0.00009503731,0.00005964248,0.0002120635,0.002093378,0.00001813601,0.001843282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003680488,"threshold_uncertainty_score":0.01466513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637969512044446,"score_gpt":0.4156553879506926,"score_spread":0.251858436746248,"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."}}