{"id":"W4414520261","doi":"10.3389/fphar.2025.1607444","title":"Stable interindividual differences in modafinil’s effect on vigilance during sleep deprivation","year":2025,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Vigilance (psychology); Modafinil; Sleep deprivation; Sleep loss; Arousal; Overconfidence effect; Alertness","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":[0.001137623,0.0002935589,0.0003768749,0.0001981013,0.000151062,0.0002559744,0.0001558579,0.0002604739,0.0009615193],"category_scores_gemma":[0.002058502,0.0001241992,0.0002034766,0.0001273868,0.0003307255,0.0001935379,0.0002068524,0.000403785,0.0001367316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001239061,"about_ca_system_score_gemma":0.0001145078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002738057,"about_ca_topic_score_gemma":0.0003376131,"domain_scores_codex":[0.9994271,0.0001988519,0.00006044045,0.0001376971,0.0001388782,0.00003706703],"domain_scores_gemma":[0.998577,0.0004566112,0.0004414017,0.0002701284,0.0001310588,0.0001238558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05795859,0.00351822,0.198641,0.000363282,0.001198554,0.000216454,0.0008140137,0.0009267185,0.6649395,0.0001412062,0.0005191904,0.07076349],"study_design_scores_gemma":[0.0003648322,0.03750589,0.9249545,0.00001325246,0.0001895893,0.0002299331,0.0000949832,0.0007594544,0.0347855,0.00008956555,0.0009942171,0.00001825886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986584,0.0003283621,0.0004410297,0.00001886509,0.00001148052,0.00007329999,0.0001140808,0.00001291665,0.0003416095],"genre_scores_gemma":[0.9990864,0.00007892794,0.0003669418,0.00003678641,0.00001247428,0.00007485222,0.0001261031,0.000004413534,0.0002131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001137623,"threshold_uncertainty_score":0.006016433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203883458753172,"score_gpt":0.3028160631104405,"score_spread":0.2907772285229087,"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."}}