{"id":"W2912273971","doi":"10.3389/fpsyg.2019.00020","title":"Psychosocial Stress Before a Nap Increases Sleep Latency and Decreases Early Slow-Wave Activity","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Universität Zürich; European Commission; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Nap; Psychology; Sleep (system call); Latency (audio); Stress (linguistics); Psychosocial; Clinical psychology; Audiology; Psychiatry; Social psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002262328,0.0002452539,0.0004062392,0.000406528,0.0001279895,0.00006290592,0.0003885633,0.0002766414,0.0001855189],"category_scores_gemma":[0.0003721217,0.0002337012,0.00007942327,0.0005469049,0.0004243442,0.0003163606,0.0001273643,0.0004943002,0.00005919581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004691842,"about_ca_system_score_gemma":0.00003693382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003753113,"about_ca_topic_score_gemma":0.00009263797,"domain_scores_codex":[0.9973221,0.0004663978,0.0002395911,0.0009350771,0.0003441032,0.0006927174],"domain_scores_gemma":[0.9989771,0.000180315,0.00009435668,0.0005051989,0.00003498296,0.0002080817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009609879,0.0006346254,0.8171017,0.00003222694,0.00002666582,0.0001539637,0.0004730538,8.926955e-7,0.004391026,0.000377787,0.005501504,0.1703456],"study_design_scores_gemma":[0.005619439,0.001066421,0.9509302,0.00008825221,0.0000262588,0.0001024462,0.000279117,0.0008005479,0.009387142,0.02638359,0.004661317,0.0006552959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905647,0.0002409968,0.0009075726,0.0006580461,0.001925323,0.0005096935,0.00004845455,0.00006661779,0.00507858],"genre_scores_gemma":[0.9980763,0.000177317,0.0004352859,0.0008539729,0.0001381684,0.00007030807,0.000004393235,0.00003440215,0.0002098563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1696903,"threshold_uncertainty_score":0.9530057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574387187575969,"score_gpt":0.309368712052834,"score_spread":0.2836248401770743,"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."}}