{"id":"W2953931079","doi":"10.1016/j.apergo.2019.102890","title":"Ergonomic design of new paramedic response bags","year":2019,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Island Health; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Disaster response; Service (business); Phase (matter); Emergency response; Ambulance service; Medical emergency; Human factors and ergonomics; Computer science; Engineering; Poison control; Medicine; Emergency management; Business","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":[0.001647033,0.0006000467,0.0003964353,0.0006720633,0.0006159114,0.001398,0.001143324,0.001042525,0.004640363],"category_scores_gemma":[0.002466937,0.0005571972,0.0005288583,0.000211745,0.0002531115,0.0007187613,0.00103459,0.0005032593,0.001835477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002870357,"about_ca_system_score_gemma":0.0005413964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002303134,"about_ca_topic_score_gemma":0.0003331825,"domain_scores_codex":[0.9984707,0.0006009701,0.0001541879,0.0001948573,0.0004046622,0.0001745805],"domain_scores_gemma":[0.9981213,0.0004780534,0.0002478326,0.0002397702,0.0007164725,0.0001964961],"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":[0.007336187,0.001268124,0.01227412,0.001678055,0.0001174857,0.0006745663,0.001619476,0.04554099,0.6053042,0.005262934,0.004890693,0.3140331],"study_design_scores_gemma":[0.0007702922,0.02336164,0.0536938,0.0007597905,0.0005679795,0.002955249,0.003195155,0.2543105,0.503901,0.00392634,0.1520878,0.0004706102],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5031832,0.002228591,0.4784452,0.001113267,0.001823328,0.0008683358,0.0003814741,0.001514802,0.01044173],"genre_scores_gemma":[0.8626564,0.0006854688,0.1238164,0.0004691008,0.0001524571,0.0003208508,0.0002585296,0.0003493078,0.01129144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004640363,"threshold_uncertainty_score":0.01552361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06275432196479483,"score_gpt":0.3813112148326424,"score_spread":0.3185568928678475,"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."}}