{"id":"W2313953108","doi":"10.14288/1.0078419","title":"Transparency: A Concept Analysis in the Context of Fiscal Transparency in Canadian Healthcare","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Context (archaeology); Health care; Accounting; Business; Economics; Computer science; Computer security; Geography; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02094663,0.0004629189,0.0005555646,0.00633555,0.01301341,0.01162866,0.001707512,0.001878208,0.002992382],"category_scores_gemma":[0.05252541,0.0002800027,0.001040801,0.01133692,0.01834684,0.007746299,0.00482386,0.003160192,0.00006241309],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1190069,"about_ca_system_score_gemma":0.1327699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8817613,"about_ca_topic_score_gemma":0.834567,"domain_scores_codex":[0.9860174,0.006518018,0.0005544208,0.0007240029,0.00396997,0.002216146],"domain_scores_gemma":[0.9545818,0.02634909,0.004204305,0.001210062,0.01121886,0.002435986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000887799,0.0000498724,0.02500826,0.0001190072,0.00002777382,0.0003017659,0.08937395,0.001420575,0.0001202476,0.86255,0.002576501,0.01836318],"study_design_scores_gemma":[0.00005661619,0.0000844411,0.08336042,0.0008985962,0.0001723465,0.0003976459,0.4101175,0.02127484,0.0004852656,0.4342716,0.04868297,0.0001977885],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7890409,0.003735014,0.03259431,0.0432407,0.0002152378,0.0005326952,0.0006472658,0.00004211734,0.1299517],"genre_scores_gemma":[0.9944102,0.0002682235,0.004200825,0.0001610361,0.00001772067,0.00005215145,0.00004478,0.000005899542,0.0008391879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8809931,"threshold_uncertainty_score":0.8634593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021423211625076,"score_gpt":0.2000033288160693,"score_spread":0.1785801171909933,"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."}}