{"id":"W2535929383","doi":"10.20381/ruor-3410","title":"Implementing an Integrated Performance Management System: The Early Experience of The Ottawa Hospital","year":2013,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operations management; Engineering management; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005343284,0.0002236023,0.00041025,0.0003839622,0.003464201,0.00002465173,0.002152257,0.000295687,0.0005795098],"category_scores_gemma":[0.0001008975,0.0001667289,0.0001492333,0.0009576419,0.0003396839,0.0003959563,0.0007110146,0.001577655,0.0001302131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004596138,"about_ca_system_score_gemma":0.0004430995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665545,"about_ca_topic_score_gemma":0.01417492,"domain_scores_codex":[0.9937594,0.002518913,0.0006304425,0.0004767129,0.001564022,0.001050542],"domain_scores_gemma":[0.9963327,0.000298792,0.0007742395,0.001153606,0.001273418,0.0001672541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001108311,0.0006037434,0.150019,0.04046744,0.0007568667,0.00004068124,0.3479536,0.00001136858,0.0002736991,0.3226238,0.04477486,0.09236402],"study_design_scores_gemma":[0.0003542014,0.000207116,0.2915097,0.00130365,0.00003808722,1.295001e-7,0.5942096,0.0001774748,0.00004571033,0.00002771267,0.1119845,0.0001421306],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271134,0.00002670861,0.00006573783,0.0008899667,0.000654979,0.003564939,0.00005291742,0.00004948331,0.06758191],"genre_scores_gemma":[0.9307782,0.0001557381,0.0002767285,0.0000310061,0.00006297574,0.00004982641,0.0001507473,0.00002749918,0.06846729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3225962,"threshold_uncertainty_score":0.9978331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09393880559997787,"score_gpt":0.4306281390956835,"score_spread":0.3366893334957057,"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."}}