{"id":"W2735024195","doi":"10.1016/j.apergo.2017.06.021","title":"Identifying the critical physical demanding tasks of paramedic work: Towards the development of a physical employment standard","year":2017,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; Lakehead University; University of Waterloo","funders":"","keywords":"Work (physics); Task (project management); Matching (statistics); Job analysis; Computer science; Engineering; Psychology; Medicine; Job satisfaction; Systems engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01017113,0.00103822,0.0008868906,0.003979922,0.002074984,0.003711029,0.002742208,0.001989986,0.001657536],"category_scores_gemma":[0.02860456,0.0004244575,0.0007008146,0.001250653,0.001446217,0.00233493,0.004838661,0.002110195,0.001365328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555708,"about_ca_system_score_gemma":0.007966079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004949059,"about_ca_topic_score_gemma":0.009515206,"domain_scores_codex":[0.9929134,0.001487499,0.00136674,0.0004635689,0.003347322,0.0004214763],"domain_scores_gemma":[0.9772573,0.00438576,0.003156808,0.001347946,0.01255638,0.001295852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008220283,0.002061397,0.2579977,0.001696373,0.0001363679,0.0003403789,0.005252003,0.01384625,0.0357294,0.02007025,0.01895551,0.6430923],"study_design_scores_gemma":[0.0001274509,0.003283456,0.7813525,0.003405123,0.0002357772,0.0009068682,0.01710343,0.06467009,0.02845052,0.04126132,0.05885205,0.0003514391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4902322,0.002726077,0.4374662,0.01128493,0.001438225,0.00181479,0.001745986,0.001359614,0.05193195],"genre_scores_gemma":[0.6628981,0.001601379,0.3258892,0.0007063788,0.0002317553,0.001259955,0.001967545,0.0001433252,0.005302301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017113,"threshold_uncertainty_score":0.05379075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1456504402749561,"score_gpt":0.4680120282384924,"score_spread":0.3223615879635363,"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."}}