{"id":"W4405183976","doi":"10.12688/f1000research.138430.2","title":"Towards an Integrated Performance Management and Measurement System for healthcare organisations: a case study in Montreal","year":2024,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Center for Interuniversity Research and Analysis on Organizations; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; École de technologie supérieure","keywords":"SWOT analysis; Analytic hierarchy process; Process management; Performance indicator; Hierarchy; Performance management; Health care; Knowledge management; Strengths and weaknesses; Business; Process (computing); Performance measurement; Healthcare system; Computer science; Engineering management; Engineering; Operations research; Marketing; Political science; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00562223,0.0004804353,0.0002940785,0.001716794,0.00718331,0.004657344,0.002351155,0.0016997,0.002713305],"category_scores_gemma":[0.008432707,0.0003695533,0.0003503736,0.004875142,0.002703281,0.001246089,0.002365617,0.001275344,0.0002318411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09545261,"about_ca_system_score_gemma":0.06655466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9644297,"about_ca_topic_score_gemma":0.9771718,"domain_scores_codex":[0.9954371,0.001956412,0.0001816467,0.0003488254,0.001019226,0.001056732],"domain_scores_gemma":[0.9942449,0.001746221,0.0004553241,0.0002522914,0.001731516,0.001569795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0009075797,0.002047901,0.3368994,0.001892756,0.0002427137,0.04228389,0.1647356,0.03171187,0.02054553,0.07333491,0.04829612,0.2771018],"study_design_scores_gemma":[0.0003148174,0.001395803,0.4755235,0.001015485,0.0001790039,0.00301349,0.2313934,0.0421194,0.006925103,0.004072278,0.2335714,0.0004763268],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373578,0.001398652,0.008203967,0.01377517,0.00008160884,0.001780578,0.001352427,0.0002087511,0.03584109],"genre_scores_gemma":[0.9782712,0.0005883575,0.01089953,0.0006930232,0.00001813391,0.0002150769,0.0002896123,0.00003222668,0.008993015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09545261,"threshold_uncertainty_score":0.6925604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07507701726859321,"score_gpt":0.3167539745411177,"score_spread":0.2416769572725245,"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."}}