{"id":"W2171339312","doi":"10.1176/ps.62.11.pss6211_1395","title":"A Web-Based System for Monitoring Patient Flow in an Emergency Department","year":2011,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Emergency department; Medical emergency; Whiteboard; Workflow; Medicine; Intranet; Computer science; World Wide Web; Nursing; The Internet; Database","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":[0.001670855,0.0004785558,0.0005644708,0.001100442,0.001174043,0.001471878,0.001047172,0.00500496,0.01009569],"category_scores_gemma":[0.01014019,0.0002736157,0.0002718476,0.0005330271,0.0004272672,0.001546812,0.001021633,0.002390382,0.004900462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008227316,"about_ca_system_score_gemma":0.0008313036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443816,"about_ca_topic_score_gemma":0.003897358,"domain_scores_codex":[0.9985853,0.0004368451,0.0003390344,0.0001526886,0.0003422678,0.0001438244],"domain_scores_gemma":[0.9900802,0.005133613,0.0006451446,0.0005475531,0.002005484,0.001588006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00164645,0.001059508,0.0593746,0.0002840334,0.0001012475,0.02361335,0.0009251093,0.0006354565,0.008809621,0.0009123686,0.6300272,0.272611],"study_design_scores_gemma":[0.002711869,0.004310291,0.1339036,0.001327652,0.0004554666,0.04112415,0.004204914,0.04171978,0.01471332,0.007022349,0.7480088,0.0004978155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3327396,0.004118826,0.05310669,0.4313245,0.02423923,0.00410446,0.00701482,0.02830664,0.1150452],"genre_scores_gemma":[0.6599842,0.003296579,0.06719579,0.1665381,0.02018727,0.002489596,0.002919716,0.0006256967,0.07676302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01009569,"threshold_uncertainty_score":0.03377342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974770322299029,"score_gpt":0.2778755679770913,"score_spread":0.258127864754101,"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."}}