{"id":"W1824830962","doi":"10.7205/milmed-d-03-2508","title":"Hydration Status of Air Force Military Basic Trainees After Implementation of the Back-Mounted Hydration System","year":2009,"lang":"en","type":"article","venue":"Military Medicine","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hyperion Technologies (Canada)","funders":"U.S. Air Force; Centers for Disease Control and Prevention; U.S. Department of Defense","keywords":"Bioelectrical impedance analysis; Medicine; Body water; Physical therapy; Animal science; Body weight; Body mass index; Internal medicine; Biology","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":[0.0003039781,0.0001662545,0.0004029753,0.0001130495,0.00004466089,4.202801e-7,0.0000794225,0.00007814135,0.0005772741],"category_scores_gemma":[0.0001734586,0.00009733751,0.0001213441,0.0003253893,0.0001870213,0.00009511883,0.00001322462,0.0001016977,0.000004408317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101667,"about_ca_system_score_gemma":0.0000892969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005526712,"about_ca_topic_score_gemma":0.0001371814,"domain_scores_codex":[0.9982624,0.000210106,0.0006709383,0.000210867,0.0004280401,0.0002176722],"domain_scores_gemma":[0.9990814,0.0001438418,0.0001220762,0.0003661202,0.0001785114,0.0001080737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00848035,0.0002564807,0.007251032,0.0008073031,0.0001199458,0.000008352607,0.00890975,0.0006582573,0.9347251,0.0007058484,0.001886183,0.03619142],"study_design_scores_gemma":[0.002083769,0.001602241,0.9746466,0.0004139318,0.0001200475,0.000009150885,0.004178479,0.002243278,0.01412162,0.0001691295,0.0003289832,0.00008276325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942946,0.002328556,0.000225443,0.001796251,0.0001219461,0.0007633168,0.00004793909,0.00003276711,0.0003891661],"genre_scores_gemma":[0.9982284,0.00008430999,0.0001592291,0.0009266806,0.0001417195,0.0000156439,0.0002066943,0.000009442625,0.000227827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9673955,"threshold_uncertainty_score":0.6320747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499892412151432,"score_gpt":0.3028016145365367,"score_spread":0.2878026904150224,"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."}}