{"id":"W4414807450","doi":"10.1016/b978-0-443-24080-5.00003-5","title":"Modulating mental fatigue: use of creatine, caffeine, or ketones","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Cognition; Psychological intervention; Action (physics); Effects of sleep deprivation on cognitive performance; Cognitive impairment; Cognitive training","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001478596,0.0003985399,0.0002678804,0.0004276235,0.0001847795,0.0006574481,0.0003703506,0.0008158696,0.02053921],"category_scores_gemma":[0.000194999,0.00009862541,0.0001844505,0.0002651689,0.0002027643,0.0006913995,0.0002511796,0.000527877,0.002924853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667079,"about_ca_system_score_gemma":0.0002099003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347188,"about_ca_topic_score_gemma":0.003831901,"domain_scores_codex":[0.9999706,0.000008573718,0.000002655854,0.000004514272,0.00001028867,0.000003483651],"domain_scores_gemma":[0.9999481,0.00003255297,0.000005212962,0.000002710749,0.000005620677,0.000005787632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001026478,0.0004075234,0.000532765,0.001570316,0.00003716574,0.0003398023,0.0002680539,0.0001271374,0.01516791,0.005396899,0.05170153,0.9234244],"study_design_scores_gemma":[0.0002981297,0.003181597,0.02078082,0.003288002,0.0001732696,0.0038887,0.0007461834,0.0004041604,0.01147006,0.009247667,0.9464822,0.00003932241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0202218,0.7318912,0.002225799,0.005180759,0.001513572,0.00007100235,0.0002924612,0.0001637317,0.2384396],"genre_scores_gemma":[0.09621097,0.5453306,0.007721774,0.00580655,0.002204246,0.0001333962,0.0002735367,0.00009544034,0.3422235],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02053921,"threshold_uncertainty_score":0.06871057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05381734763515442,"score_gpt":0.3022773189877216,"score_spread":0.2484599713525672,"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."}}