{"id":"W3137729879","doi":"10.1007/s41782-021-00136-6","title":"Quality of Sleep Predicts Prefrontal Cognitive Decline in Indian Collegiates","year":2021,"lang":"en","type":"article","venue":"Sleep and Vigilance","topic":"Sleep and related disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Cognition; Sleep onset latency; Sleep (system call); Neuropsychology; Anxiety; Montreal Cognitive Assessment; Psychology; Population; Audiology; Effects of sleep deprivation on cognitive performance; Sleep disorder; Sleep quality; Clinical psychology; Medicine; Psychiatry; Cognitive impairment","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":[0.0002145854,0.0001397683,0.000306579,0.00007576427,0.00004612428,0.00001088925,0.00008867469,0.0002023048,0.0002904764],"category_scores_gemma":[0.0001203508,0.0001330325,0.00005635952,0.0003012198,0.0001518176,0.00006485042,0.00006769253,0.0002198537,0.00002971806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001485903,"about_ca_system_score_gemma":0.00002790372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000258463,"about_ca_topic_score_gemma":0.001278205,"domain_scores_codex":[0.9986817,0.0001701027,0.0003789112,0.0003510427,0.0001437529,0.0002744772],"domain_scores_gemma":[0.999324,0.0002116599,0.0001283674,0.0001763074,0.00007646812,0.0000831966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005498895,0.0008481804,0.9719999,0.00006995066,0.0004224742,0.000129593,0.007105732,0.000008302038,0.0003618731,0.001802497,0.0001835778,0.016518],"study_design_scores_gemma":[0.006605071,0.0001393005,0.9837906,0.0001139882,0.00005027721,0.00001942596,0.006389108,0.00006601138,0.0009643912,0.0009788977,0.0006568789,0.0002260263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705808,0.006058767,0.00008241115,0.0002493288,0.0004598595,0.0001988233,0.00008266171,0.00002698697,0.02226035],"genre_scores_gemma":[0.9987205,0.0002714848,0.00006714762,0.0003751811,0.00004593463,0.00002711689,0.00005900042,0.0000136878,0.0004198948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02813974,"threshold_uncertainty_score":0.5424907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717649444256076,"score_gpt":0.3138438675343573,"score_spread":0.2966673730917966,"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."}}