{"id":"W4413001069","doi":"10.1016/j.smrv.2025.102143","title":"A paediatric group neglected in research: A systematic review on the sleep patterns, chronotype, latitude and ethnicity","year":2025,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidad de Almería; Canadian Institute of Planners; Foundation for Science and Technology","keywords":"Chronotype; Ethnic group; Sleep (system call); Psychology; Medicine; Circadian rhythm; Sociology; Neuroscience; Computer science; Anthropology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009679126,0.001075453,0.007721256,0.001336797,0.0002148033,0.00002983933,0.001319917,0.0008341886,0.001299333],"category_scores_gemma":[0.008057594,0.0005189826,0.0007379067,0.005078535,0.0003494633,0.00004866598,0.0002893686,0.003780458,0.001021722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017701,"about_ca_system_score_gemma":0.0001186887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419525,"about_ca_topic_score_gemma":0.0002519192,"domain_scores_codex":[0.9786597,0.01457812,0.003575304,0.001336837,0.0008543183,0.0009956605],"domain_scores_gemma":[0.9896568,0.006275337,0.001306448,0.002383931,0.0001362852,0.0002411695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00000465246,0.0001343398,0.000003796796,0.6005301,0.0004705852,0.00004572509,0.000182138,2.776924e-8,7.438991e-9,0.0006971554,0.01726052,0.3806709],"study_design_scores_gemma":[0.0004596839,0.0001710114,0.000009469945,0.5885828,0.005206081,0.00003031474,0.00006371695,0.000001933401,1.290235e-9,0.00004389335,0.4051456,0.00028558],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001210105,0.9723325,0.00002918497,0.001504487,0.001024733,0.019269,0.000017728,0.00006510619,0.005756062],"genre_scores_gemma":[0.000002561749,0.9897023,0.000009002867,0.002900139,0.000358925,0.006070379,0.0001576814,0.00009083516,0.0007081438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.387885,"threshold_uncertainty_score":0.9997561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503608614859364,"score_gpt":0.4422351050440063,"score_spread":0.2918742435580698,"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."}}