{"id":"W145154203","doi":"","title":"Caffeine maintains vigilance and marksmanship in simulated urban operations with sleep deprivation.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Vigilance (psychology); Psychomotor vigilance task; Sleep deprivation; Psychology; Placebo; Poison control; Caffeine; Anesthesia; Animal science; Medicine; Audiology; Circadian rhythm; Internal medicine; Biology; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005301758,0.0001139526,0.0001519014,0.0001285575,0.0004333515,0.0000102804,0.00008085945,0.0001059887,0.00006343169],"category_scores_gemma":[0.0001186442,0.00009437053,0.000009534579,0.0003118784,0.00003748309,0.0002776981,0.00002867112,0.000369174,0.00004444487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966565,"about_ca_system_score_gemma":0.0001204272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002437596,"about_ca_topic_score_gemma":0.006452871,"domain_scores_codex":[0.9985896,0.0001359763,0.0003660597,0.0002150346,0.0001528167,0.0005405481],"domain_scores_gemma":[0.9992319,0.0002355629,0.00006320845,0.0001753962,0.00009600975,0.0001979057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001919161,0.00003893687,0.9811793,0.00009606044,0.000004885887,0.000001672967,0.0005855471,0.005276254,0.000001259553,0.002189927,0.0005071734,0.009927059],"study_design_scores_gemma":[0.001336235,0.00001882348,0.9630266,0.00003854953,0.000004074652,0.000001216212,0.00006827998,0.01876069,0.000005246018,0.00004240266,0.01658519,0.0001126307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881253,0.0001821183,0.0002480774,0.006346392,0.00008818412,0.001590214,0.00001748982,0.00006135656,0.003340922],"genre_scores_gemma":[0.9925964,0.00005199636,0.0007170457,0.003179767,0.0003171997,0.001124459,0.00005996908,0.00001626304,0.00193686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01815264,"threshold_uncertainty_score":0.3848318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03925975053269615,"score_gpt":0.3386051635897301,"score_spread":0.2993454130570339,"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."}}