{"id":"W2134620718","doi":"10.12927/hcq.2011.22163","title":"Red Light–Green Light: From Kids' Game to Discharge Tool","year":2011,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu Grace Healthcare","funders":"","keywords":"Health care; Lean manufacturing; Medical emergency; Red light; Patient care; Work (physics); Emergency department; Operations management; Unit (ring theory); Acute care; Business; Medicine; Psychology; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008507136,0.001348365,0.0003868762,0.0009709742,0.0004990541,0.001445878,0.001605575,0.001012509,0.05540094],"category_scores_gemma":[0.003671019,0.0003448981,0.0005096287,0.000357058,0.0004732138,0.001376569,0.002147937,0.001067897,0.01353771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662837,"about_ca_system_score_gemma":0.000527543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289704,"about_ca_topic_score_gemma":0.003304595,"domain_scores_codex":[0.9994926,0.0001793693,0.0000314545,0.00006758494,0.0001463502,0.00008262836],"domain_scores_gemma":[0.9982994,0.00089288,0.00006644978,0.00007285424,0.0001925835,0.0004758579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002938265,0.002760445,0.006145757,0.001208081,0.00008607255,0.001314057,0.002988633,0.003803346,0.01842668,0.01106302,0.3885699,0.5606957],"study_design_scores_gemma":[0.001211684,0.003199899,0.01310697,0.0007887476,0.0001660663,0.001951514,0.003280195,0.0420986,0.01917283,0.02018104,0.8943822,0.0004602712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.155643,0.001578353,0.4648228,0.01032738,0.002864423,0.002870813,0.005895668,0.08209708,0.2739006],"genre_scores_gemma":[0.3292101,0.001299359,0.5184692,0.004550023,0.0003435699,0.002147347,0.004521767,0.004724629,0.134734],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05540094,"threshold_uncertainty_score":0.1853346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07249793015376321,"score_gpt":0.3751388904792431,"score_spread":0.3026409603254799,"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."}}