{"id":"W1985533021","doi":"10.1007/s11606-011-1715-8","title":"Excellent Hospital Care for All: Open and Operating 24/7","year":2011,"lang":"en","type":"review","venue":"Journal of General Internal Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"University of Toronto","keywords":"Medicine; Staffing; Flexibility (engineering); Perspective (graphical); Nursing; Scale (ratio); Medical emergency; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004299827,0.0004728802,0.00323413,0.0002759051,0.00008089054,0.00005258818,0.0005426087,0.0002258377,0.0003353387],"category_scores_gemma":[0.0004476836,0.0002472216,0.0005467137,0.0000851333,0.00009892067,0.0001325506,0.0003099158,0.0008426373,0.000004659873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719229,"about_ca_system_score_gemma":0.0003150252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002069242,"about_ca_topic_score_gemma":0.000005482892,"domain_scores_codex":[0.9974856,0.00007197171,0.001535748,0.0002970039,0.0003113455,0.0002983508],"domain_scores_gemma":[0.9974371,0.0001243219,0.001083568,0.0002181355,0.000495415,0.0006415189],"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":[0.0001386413,0.0001596216,0.0002320669,0.01258979,0.001427897,0.0005976855,0.001955884,1.178541e-7,0.00001206869,0.0003074033,0.04488657,0.9376922],"study_design_scores_gemma":[0.002124313,0.008115622,0.00003747122,0.02738138,0.004087533,0.001276015,0.0005541028,0.000004793211,0.00001040443,0.00003330176,0.9561291,0.0002459952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000341673,0.9913526,0.0001034029,0.0009901618,0.001942255,0.001197664,0.000013949,0.000007741002,0.004050594],"genre_scores_gemma":[0.0001361351,0.9742406,0.004294706,0.0005090004,0.002879067,0.00002891639,0.0000285604,0.00007896661,0.01780405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9374462,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08916955561803186,"score_gpt":0.4133073523520063,"score_spread":0.3241377967339744,"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."}}