{"id":"W123711388","doi":"10.7748/en2011.06.19.3.28.c8556","title":"Responses to a recurring admission alert system","year":2011,"lang":"en","type":"article","venue":"Emergency Nurse","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley; BC Cancer Agency","funders":"BC Cancer Agency; Imperial College Healthcare NHS Trust","keywords":"Emergency department; Medical emergency; Service (business); Focus (optics); Work (physics); Medicine; Focus group; Healthcare system; Nursing; Health care; Business; Engineering","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":[0.009155708,0.0009472842,0.0005843772,0.00138964,0.00309092,0.00244463,0.001969788,0.004289967,0.00689327],"category_scores_gemma":[0.08762006,0.0005308515,0.0007384454,0.0007374472,0.0007784832,0.001621404,0.003265921,0.004135503,0.002742021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00274101,"about_ca_system_score_gemma":0.001973614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004444671,"about_ca_topic_score_gemma":0.003137102,"domain_scores_codex":[0.9687044,0.01478328,0.003452312,0.001710597,0.009512761,0.001836571],"domain_scores_gemma":[0.9286531,0.03299636,0.01394137,0.004380513,0.01586623,0.004162412],"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":[0.003387929,0.002021637,0.174175,0.001723009,0.0005202933,0.02019556,0.04685268,0.006562046,0.04768007,0.007004066,0.1954183,0.4944595],"study_design_scores_gemma":[0.0007415991,0.008212215,0.1966046,0.002064206,0.0007665993,0.02082758,0.08649724,0.07467323,0.05485699,0.01068139,0.542554,0.001520404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.814888,0.001566288,0.05519283,0.06616916,0.006435919,0.001655526,0.0007696783,0.01645231,0.03687024],"genre_scores_gemma":[0.9636288,0.0004358098,0.01034332,0.01520146,0.0009497608,0.0002339583,0.0004238607,0.0004465749,0.008336529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009155708,"threshold_uncertainty_score":0.04842055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0864857059325639,"score_gpt":0.3603075415832191,"score_spread":0.2738218356506552,"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."}}