{"id":"W2146379606","doi":"10.12927/hcq.2012.23159","title":"Public Engagement in Ontario's Hospitals – Opportunities and Challenges","year":2012,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Accountability; Business; Corporate governance; Public relations; Health care; Quality (philosophy); Public health; Best practice; Public healthcare; Health administration; Public administration; Nursing; Political science; Medicine; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005278132,0.0002789337,0.0004917452,0.000334927,0.0006823497,0.00002217918,0.0001751091,0.0003061302,0.0005023912],"category_scores_gemma":[0.00006605879,0.0002737711,0.00004961024,0.0001227722,0.00007305686,0.0006419594,0.00008677145,0.001175799,0.000163086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008361681,"about_ca_system_score_gemma":0.0009836719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1353885,"about_ca_topic_score_gemma":0.5874367,"domain_scores_codex":[0.9937851,0.002745494,0.001008717,0.0004075824,0.0003926531,0.001660443],"domain_scores_gemma":[0.9978052,0.0004535734,0.0002456477,0.0005101932,0.0001505658,0.00083486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002509944,0.0001549343,0.132101,0.002379479,0.00002416305,0.0000170458,0.1842756,1.645834e-8,0.00000102185,0.3816019,0.001397872,0.2980218],"study_design_scores_gemma":[0.0004556005,0.0004045279,0.409169,0.0002173252,0.000005267726,0.00000178934,0.1386648,0.000001005292,1.781326e-7,0.001344231,0.4495319,0.0002044155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6215057,0.01451621,0.00003706923,0.3336336,0.002020525,0.002416179,0.00001982062,0.0002447127,0.02560624],"genre_scores_gemma":[0.984872,0.004817645,0.0002482147,0.007320723,0.0003509795,0.0007118723,0.00003437074,0.00003689179,0.001607295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4520482,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4839866047792384,"score_gpt":0.4330592264919665,"score_spread":0.05092737828727184,"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."}}