{"id":"W7161835033","doi":"10.82308/51095","title":"The impact of cumulative partial sleep deprivation on simulated driving and cognitive functions: a randomized, controlled trial","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep deprivation; Actigraphy; Effects of sleep deprivation on cognitive performance; Sleep (system call); Placebo; Sleep debt; Cognition; Chronotype","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001482759,0.001406625,0.00349371,0.0005668765,0.0007184305,0.001123706,0.00128687,0.002310119,0.006956147],"category_scores_gemma":[0.002362817,0.0007503057,0.001829321,0.0005633036,0.001316956,0.0008835993,0.0005017976,0.002346427,0.0007201501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007570277,"about_ca_system_score_gemma":0.001633981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682401,"about_ca_topic_score_gemma":0.004699621,"domain_scores_codex":[0.9991564,0.0003700174,0.00009068367,0.0001845816,0.00008460035,0.0001137981],"domain_scores_gemma":[0.9988159,0.0004531887,0.0002272428,0.00008396894,0.00009129583,0.00032833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9813877,0.00668302,0.0002725822,0.00133341,0.001074799,0.00002720304,0.0000328519,0.00008751572,0.0008743667,0.00006486618,0.0003397452,0.007821827],"study_design_scores_gemma":[0.9362448,0.06084201,0.00130537,0.00008441423,0.0006708686,0.00001281161,0.00002512187,0.0002013985,0.000166173,0.0000942016,0.0003399602,0.000012914],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753734,0.01084192,0.0006175434,0.000726774,0.001343474,0.007984041,0.0008840065,0.0001503963,0.002078542],"genre_scores_gemma":[0.97535,0.006461743,0.001864302,0.001042058,0.00086513,0.01038188,0.000488312,0.00001990394,0.003526663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006956147,"threshold_uncertainty_score":0.02327067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631592037207838,"score_gpt":0.3444662911842064,"score_spread":0.328150370812128,"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."}}