{"id":"W3026217800","doi":"10.1016/j.apergo.2020.103144","title":"Exploring the need for and application of human factors and ergonomics in ambulance design: Overcoming the barriers with technical standards","year":2020,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Ergonomics and Human Factors","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Conestoga College","funders":"Defence Research and Development Canada","keywords":"Human factors and ergonomics; Engineering; Poison control; Aeronautics; Medical emergency; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04283974,0.0004167425,0.0002925662,0.001304457,0.004763805,0.006629971,0.001481,0.001707159,0.001172018],"category_scores_gemma":[0.05837118,0.0005501167,0.0004059231,0.0008205312,0.005262347,0.003768227,0.003172728,0.002470442,0.000233195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005183119,"about_ca_system_score_gemma":0.01814421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399629,"about_ca_topic_score_gemma":0.02695301,"domain_scores_codex":[0.9628031,0.02618403,0.002100138,0.001169894,0.005934345,0.001808425],"domain_scores_gemma":[0.9372029,0.032164,0.009480418,0.003187401,0.01520144,0.002763943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000950623,0.0007809201,0.2161928,0.001192363,0.00007263143,0.00110337,0.5740079,0.002097536,0.01022275,0.01733188,0.004408415,0.1724945],"study_design_scores_gemma":[0.0000320702,0.0006983601,0.1723824,0.002320715,0.00007183943,0.0006926407,0.7145782,0.004325816,0.003839629,0.009850899,0.09101167,0.0001957984],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273143,0.0008783474,0.02522399,0.0196977,0.0001260531,0.0004571133,0.00003851372,0.00008489071,0.026179],"genre_scores_gemma":[0.9821284,0.000358695,0.0155454,0.001045036,0.00001701682,0.0001328466,0.0000167801,0.00001241495,0.0007435038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04283974,"threshold_uncertainty_score":0.2265609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03512232347756421,"score_gpt":0.224408831113299,"score_spread":0.1892865076357348,"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."}}