{"id":"W3015286769","doi":"10.1108/jhom-12-2019-0342","title":"The interplay of roles and routines: situating, performances and patterning in the emergency department","year":2020,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Flexibility (engineering); Context (archaeology); Situational ethics; Emergency department; Work (physics); Ethnography; Dynamics (music); Psychology; Knowledge management; Sociology; Public relations; Computer science; Social psychology; Medicine; Management; Nursing; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007094084,0.0000875022,0.0001465086,0.00008506965,0.0003197358,0.0001040719,0.0001175727,0.00001075294,0.00002330868],"category_scores_gemma":[0.00009229039,0.00005114451,0.00001125697,0.0003700486,0.00003048967,0.000279836,0.0001898599,0.00006009032,0.000001121312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008775685,"about_ca_system_score_gemma":0.000005753555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001533081,"about_ca_topic_score_gemma":0.00006675289,"domain_scores_codex":[0.9990756,0.0000264102,0.0004898101,0.00009048308,0.000211707,0.0001060272],"domain_scores_gemma":[0.9993504,0.00002760278,0.0004628337,0.00004269245,0.000105157,0.00001134328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000366422,0.00006153006,0.9077185,0.001522846,0.0001085175,0.000005367383,0.004512357,0.0001068524,0.000008581306,0.03585473,0.01047099,0.03959312],"study_design_scores_gemma":[0.0009839891,0.0001093419,0.9172502,0.0001532009,0.00009041662,0.000005526591,0.01714885,0.002034228,0.000006212095,0.0007423135,0.06132616,0.0001495358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9123125,0.008970864,0.006173665,0.07053671,0.0002806632,0.000676654,9.621283e-7,0.00001856408,0.001029424],"genre_scores_gemma":[0.9849645,0.01179879,0.0001166252,0.002938847,0.0001485214,0.000001748879,0.000003294344,0.000007713357,0.00001996231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.072652,"threshold_uncertainty_score":0.2459182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176964263023396,"score_gpt":0.2467998684187808,"score_spread":0.2350302257885469,"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."}}