{"id":"W4390705822","doi":"10.3390/clockssleep6010004","title":"Sleep Efficiency and Sleep Onset Latency in One Saskatchewan First Nation","year":2024,"lang":"en","type":"article","venue":"Clocks & Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Actigraphy; Sleep onset latency; Sleep onset; Sleep (system call); Logistic regression; Anxiety; Medicine; Sleep disorder; Demography; Physical therapy; Psychology; Insomnia; Psychiatry; Internal medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003982728,0.0003216963,0.0003157755,0.0005007627,0.0001796409,0.00009473322,0.0002562065,0.0004846072,0.001574527],"category_scores_gemma":[0.00005588165,0.0003076938,0.0001142667,0.0009632858,0.0001882519,0.0001514581,0.00008415709,0.0006731687,0.0009352405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008299,"about_ca_system_score_gemma":0.000032853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009880072,"about_ca_topic_score_gemma":0.001241829,"domain_scores_codex":[0.9976622,0.0001179239,0.0005130018,0.0008014443,0.0002781638,0.0006271928],"domain_scores_gemma":[0.9990483,0.0002446788,0.00007041646,0.0004286548,0.00004816523,0.000159786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006100197,0.005016517,0.1164809,0.0005371055,0.002961339,0.00155075,0.1123663,0.005274327,0.0006622921,0.01264324,0.0154828,0.7264144],"study_design_scores_gemma":[0.03555018,0.004626364,0.3222156,0.002151991,0.004436817,0.001062654,0.05653224,0.3626112,0.001414121,0.03430363,0.1652479,0.009847338],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308662,0.02466442,0.002710624,0.002756307,0.003114523,0.0006789381,0.00002599518,0.0004741177,0.03470888],"genre_scores_gemma":[0.9975119,0.0002019833,0.0001295996,0.0003030095,0.0001630739,0.00008467824,0.00006173513,0.000064477,0.001479546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.716567,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755499705043148,"score_gpt":0.2587324823972582,"score_spread":0.2411774853468267,"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."}}