{"id":"W3186500346","doi":"","title":"Clinical handovers by paramedics in the emergency department: a focused ethnographic study in an urban hospital in Northeastern Ontario","year":2021,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Medical emergency; Ethnography; Medicine; Emergency medicine; Geography; Nursing; Archaeology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003979236,0.0004448237,0.0008733374,0.0008009375,0.0001181697,0.0000189552,0.000430752,0.0004101068,0.0002247742],"category_scores_gemma":[0.00005516171,0.0004168599,0.0003528552,0.001676115,0.00008465513,0.0001870802,0.00006423289,0.001484564,0.000003930672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079768,"about_ca_system_score_gemma":0.0003286728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01323407,"about_ca_topic_score_gemma":0.9676822,"domain_scores_codex":[0.9968858,0.0004690065,0.0007764553,0.0008225132,0.0005645129,0.0004817412],"domain_scores_gemma":[0.998846,0.00005923234,0.0002625915,0.0005395961,0.0001404718,0.0001521266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005454513,0.003623231,0.9263134,0.00007972654,0.0003167843,0.002005754,0.06413563,0.000001121455,0.000002275076,0.00002392305,0.001877672,0.001075053],"study_design_scores_gemma":[0.007271471,0.001580031,0.7186648,0.0004346191,0.0007025864,0.000001740242,0.2609486,0.000008461828,0.000003114362,0.00001333072,0.009867973,0.0005032049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992671,0.001851787,0.00000729881,0.0001360917,0.001472221,0.001393369,0.00003544768,0.00002567172,0.002407076],"genre_scores_gemma":[0.9896079,0.001595281,0.00002004897,0.00004994553,0.00009342512,0.00001712229,0.002883061,0.00003436928,0.005698835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9544482,"threshold_uncertainty_score":0.9998283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179938149388203,"score_gpt":0.2794255300131043,"score_spread":0.261431715074284,"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."}}