{"id":"W2031010041","doi":"10.15200/winn.142049.94873","title":"Emergency Physician Satisfaction and Accuracy of Paramedic Handover Information: A pilot study","year":2015,"lang":"en","type":"article","venue":"The Winnower","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Handover; Likert scale; Patient satisfaction; Medical emergency; Emergency physician; Medicine; Psychological intervention; Information transmission; Health care; Emergency department; Emergency medicine; Psychology; Nursing; Computer science; Telecommunications","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":[0.0002049279,0.00008373598,0.0001590846,0.00003551205,0.00006133564,0.000004068222,0.00003803263,0.00001289494,0.00005850375],"category_scores_gemma":[0.0002953212,0.00005040302,0.00001919142,0.0002129585,0.00005629842,0.0002380109,0.00004605543,0.00008471662,0.00002677435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001168519,"about_ca_system_score_gemma":0.00003516194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001609605,"about_ca_topic_score_gemma":0.0000337647,"domain_scores_codex":[0.9993365,0.00002912366,0.0002368973,0.00006627299,0.0002383092,0.00009285985],"domain_scores_gemma":[0.9993405,0.0000293242,0.0001048754,0.0001981663,0.0002844994,0.00004262691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001606288,0.0008637211,0.5488364,0.000178258,0.0008947483,0.000005354415,0.05876996,0.00001054979,0.001157144,0.0009359329,0.3276249,0.05911671],"study_design_scores_gemma":[0.004009807,0.004071376,0.9382916,0.00007091523,0.0003922561,0.00001268632,0.02331163,0.00005766015,0.0003067668,0.0009286398,0.02834883,0.0001978333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877674,0.0008460667,0.00004170612,0.001203586,0.0005261657,0.0004541681,0.000005271852,0.00002371679,0.00913194],"genre_scores_gemma":[0.9990652,0.0002537393,0.00001580684,0.0003211345,0.0001493796,0.00001913516,0.000005612299,0.0000045518,0.000165508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3894552,"threshold_uncertainty_score":0.2055375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018932812120764,"score_gpt":0.3115791065616205,"score_spread":0.2713897784404128,"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."}}