{"id":"W1966266091","doi":"10.5430/jha.v3n1p47","title":"An on-line dashboard to facilitate monitoring of provincial ICU bed occupancy in Alberta, Canada","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Alberta Medical Association; Alberta Health Services","funders":"Alberta Health Services","keywords":"Dashboard; Standardization; Occupancy; Business; Hospital bed; Operations management; Unit (ring theory); Process management; Computer science; Medicine; Nursing; Data science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001786005,0.0003957508,0.0002384983,0.001411429,0.001728189,0.001593933,0.001113467,0.0002398023,0.003242146],"category_scores_gemma":[0.005107411,0.0002480042,0.0001778179,0.002508122,0.0004070415,0.0005086462,0.00102251,0.0003692873,0.0004474767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0125176,"about_ca_system_score_gemma":0.02698096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9544023,"about_ca_topic_score_gemma":0.9671447,"domain_scores_codex":[0.9989855,0.0002043973,0.0000626192,0.00009991854,0.0004711311,0.0001764236],"domain_scores_gemma":[0.9955426,0.0006384917,0.0002026913,0.0001634686,0.002633878,0.0008189378],"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":[0.001250837,0.001428284,0.4014315,0.0004183699,0.00008980508,0.0008352457,0.00973256,0.01356366,0.008953981,0.00210596,0.05935474,0.5008351],"study_design_scores_gemma":[0.0001999144,0.0007900106,0.7819182,0.0002886875,0.0000891372,0.0001488214,0.01916663,0.1036677,0.007639267,0.0007907455,0.08504265,0.0002582027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9376957,0.0003920232,0.01341192,0.001847584,0.0001113094,0.001241175,0.005437529,0.003957622,0.03590503],"genre_scores_gemma":[0.95694,0.0004117574,0.02795243,0.0002132703,0.00001633796,0.0002929442,0.003223736,0.0001093641,0.01084012],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04559773,"threshold_uncertainty_score":0.0917325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356105993023705,"score_gpt":0.2940903775824403,"score_spread":0.2705293176522033,"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."}}