{"id":"W4378745325","doi":"10.1080/13548506.2023.2216470","title":"Bedtime digital media use, sleep and fatigue among survivors of childhood cancer, their siblings and healthy control sibling pairs","year":2023,"lang":"en","type":"article","venue":"Psychology Health & Medicine","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Children's Hospital; BC Centre for Disease Control; University of Calgary","funders":"Alberta Children's Hospital Research Institute","keywords":"Bedtime; Sibling; Medicine; Survivorship curve; Sleep (system call); Actigraphy; Population; Pediatrics; Psychology; Psychiatry; Developmental psychology; Insomnia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002450704,0.0002992638,0.0002793121,0.0007269041,0.001072401,0.0004256952,0.0002418804,0.0002438554,0.001710955],"category_scores_gemma":[0.0008457256,0.0002912839,0.0002353406,0.0006508264,0.0003071703,0.0004358262,0.000496593,0.0003183086,0.0002175094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005332977,"about_ca_system_score_gemma":0.0003002973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03287707,"about_ca_topic_score_gemma":0.03384248,"domain_scores_codex":[0.9997833,0.00004286012,0.0000218513,0.00005888553,0.00004473682,0.00004841926],"domain_scores_gemma":[0.9996363,0.00003618875,0.0001321842,0.00003013492,0.00004563801,0.0001195519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001033797,0.00008344523,0.9969769,0.000005491866,0.00001907529,0.0002736129,0.0008782658,0.00001142823,0.0004721384,0.00001618724,0.00008865789,0.001071414],"study_design_scores_gemma":[0.000008268669,0.0002588221,0.9959251,0.00000372685,0.00001501856,0.0007159494,0.002716891,0.00005408567,0.0001060032,0.00001517516,0.0001770879,0.000003916309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997771,0.0000267033,0.000009672752,0.000007234925,0.00000111588,0.000003920935,0.00008241354,5.143883e-7,0.0000912428],"genre_scores_gemma":[0.9994985,0.00005714549,0.00004595274,0.00001579056,0.00000157893,0.00001089526,0.0001940355,7.607952e-7,0.0001753941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03287707,"threshold_uncertainty_score":0.06537145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05653679801084911,"score_gpt":0.3705340172934583,"score_spread":0.3139972192826092,"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."}}