{"id":"W4223620713","doi":"10.1017/s0714980821000714","title":"Public Reporting of Performance Indicators in Long-Term Care in Canada: Does it Make a Difference?","year":2022,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Institute for Health Information","funders":"University of Waterloo; University of Toronto; European Commission; H2020 Marie Skłodowska-Curie Actions; Registered Nurses' Association of Ontario","keywords":"Performance indicator; Quality (philosophy); Performance measurement; Health care; Public health; Pay for performance; Quality management","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":[0.01797165,0.0002987686,0.0007338792,0.003456229,0.001386874,0.003080361,0.00165257,0.0005552346,0.001408101],"category_scores_gemma":[0.09189289,0.0002649631,0.0008567582,0.01371551,0.001538863,0.001839817,0.001654955,0.001660791,0.0001296169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02956864,"about_ca_system_score_gemma":0.07087768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775208,"about_ca_topic_score_gemma":0.9783437,"domain_scores_codex":[0.9836945,0.002746938,0.001646716,0.001004008,0.007461446,0.003446364],"domain_scores_gemma":[0.8545354,0.02635415,0.06569287,0.005969986,0.04201702,0.005430534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004961466,0.00001837405,0.9855188,0.0001351798,0.0001481436,0.00002534567,0.0005875948,0.0002124775,0.00002053769,0.0003200153,0.002119163,0.01084467],"study_design_scores_gemma":[0.000005208752,0.00001759801,0.9960657,0.0002004712,0.0000668728,0.0000175921,0.0008649977,0.0004923359,0.00006310887,0.00008782822,0.002104222,0.00001403407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330727,0.0124842,0.001385877,0.02568612,0.000269322,0.000113438,0.01810742,0.00008292439,0.008797996],"genre_scores_gemma":[0.9937158,0.001994515,0.0003707614,0.0007116997,0.0000858895,0.0000212572,0.00257382,0.00001291243,0.000513392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02956864,"threshold_uncertainty_score":0.2145365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408637928310585,"score_gpt":0.2747753608949592,"score_spread":0.2506889816118534,"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."}}