{"id":"W4409805667","doi":"10.3390/clockssleep7020021","title":"Sleep Patterns, Excessive Daytime Sleepiness, and Sleep Disturbance Among First Nations Children in Saskatchewan","year":2025,"lang":"en","type":"article","venue":"Clocks & Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Sleep (system call); Medicine; Demography; Logistic regression; Sleep disorder; Pediatrics; Excessive daytime sleepiness; Gerontology; Insomnia; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002256805,0.0005294221,0.0005683503,0.0006557394,0.0005269444,0.0001005217,0.0005932777,0.0005840881,0.0007577518],"category_scores_gemma":[0.0001346425,0.0005199175,0.000163131,0.001294695,0.0003762641,0.0002572347,0.0002374142,0.0007736687,0.0001606116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256199,"about_ca_system_score_gemma":0.00003703125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002973574,"about_ca_topic_score_gemma":0.01419788,"domain_scores_codex":[0.9969163,0.0001718969,0.0007348098,0.001092287,0.0002648846,0.0008198084],"domain_scores_gemma":[0.9982425,0.0003779196,0.0002443237,0.0008418963,0.0001019139,0.0001914393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007799079,0.0006375782,0.9512217,0.00005586355,0.0009710414,0.00006198722,0.004353086,0.0005083898,0.000007725072,0.001586221,0.002776075,0.03774234],"study_design_scores_gemma":[0.004243093,0.00006699174,0.9871733,0.0002339511,0.000341607,0.00001614721,0.002715947,0.001136609,0.00004284779,0.0007791067,0.002573806,0.0006766143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569682,0.009779366,0.002124957,0.002043663,0.001862677,0.001117858,0.00009248363,0.0002575956,0.02575313],"genre_scores_gemma":[0.9955326,0.0002460138,0.00005647831,0.0006896917,0.0001661175,0.0003427797,0.0002178535,0.00006632502,0.002682191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03856428,"threshold_uncertainty_score":0.9997252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003740140317236068,"score_gpt":0.2383716257086857,"score_spread":0.2346314853914497,"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."}}