{"id":"W4411754536","doi":"10.54941/ahfe1006507","title":"Vibration Exposure During Neonatal Patient Transport by Ground and Air Ambulance","year":2025,"lang":"en","type":"article","venue":"AHFE international","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vibration; Air transport; Aeronautics; Medicine; Environmental science; Acoustics; Engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009739693,0.00008071693,0.00008315995,0.00006712676,0.0002133016,0.000007823793,0.00008565291,0.00005201755,0.0002304488],"category_scores_gemma":[0.00001791388,0.00007481822,0.00002254254,0.00005119789,0.00001916087,0.0001613963,0.00005977491,0.0001468719,0.00002178764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008652853,"about_ca_system_score_gemma":0.00002943368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001514857,"about_ca_topic_score_gemma":0.0001078805,"domain_scores_codex":[0.9992347,0.00004349148,0.0002263347,0.0001833134,0.0001729283,0.0001392086],"domain_scores_gemma":[0.9996898,0.00006568111,0.00006676956,0.00009116861,0.00005418241,0.00003244139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001144564,0.000462634,0.5504463,0.001510972,0.0008923244,0.0001560525,0.01155624,0.000291371,0.03355653,0.1409725,0.1421286,0.1168819],"study_design_scores_gemma":[0.001570412,0.00005756351,0.8051368,0.0002648238,0.00001773837,0.000001623582,0.0007065653,0.0002491604,0.000752244,0.0008467743,0.1902433,0.0001530481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787625,0.0001560674,0.002860267,0.00338283,0.001355433,0.0003786978,0.00003920562,0.00005314525,0.01301186],"genre_scores_gemma":[0.9901776,0.0000426604,0.0001512929,0.001892324,0.0001082667,0.0001059173,0.00008327024,0.000007029909,0.007431693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2546905,"threshold_uncertainty_score":0.3050998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006704074918695478,"score_gpt":0.3133776092570019,"score_spread":0.3066735343383064,"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."}}