{"id":"W4389478410","doi":"10.7189/jogh.13.04165","title":"Shared health governance, mutual collective accountability, and transparency in COVAX: A qualitative study triangulating data from document sampling and key informant interviews","year":2023,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada; Public Health Ontario; University of Toronto","funders":"University of Toronto","keywords":"Accountability; Transparency (behavior); Corporate governance; Public relations; Equity (law); Global health; General partnership; Political science; Qualitative research; Public health; Business; Medicine; Sociology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.05958141,0.0007287443,0.001185552,0.003984005,0.01263944,0.006735818,0.002408865,0.00244359,0.002809485],"category_scores_gemma":[0.06740762,0.0008975681,0.000453084,0.005258318,0.02064726,0.01085415,0.0099149,0.003443645,0.0003868328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01320716,"about_ca_system_score_gemma":0.01203224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253446,"about_ca_topic_score_gemma":0.0107377,"domain_scores_codex":[0.9296594,0.05840395,0.001963916,0.002847493,0.003080225,0.004044953],"domain_scores_gemma":[0.8784396,0.1023971,0.005831913,0.003194846,0.006893172,0.003243331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000229259,0.00002062989,0.001357974,0.0001303841,0.000002124068,0.0003115053,0.991978,0.00004777206,0.0002224674,0.003375009,0.0002289215,0.002302169],"study_design_scores_gemma":[0.000004666243,0.00002387154,0.0005681358,0.0002136961,0.000002430556,0.00009999918,0.9924779,0.0001534212,0.0001641275,0.0009088534,0.005373659,0.000009268761],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669261,0.001090161,0.01378485,0.004114321,0.00007162561,0.001458001,0.0003745044,0.00003215309,0.01214833],"genre_scores_gemma":[0.9917203,0.0006641127,0.003879519,0.0005346096,0.00001762955,0.001187584,0.0001243466,0.00002952804,0.001842408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05958141,"threshold_uncertainty_score":0.3151004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2290706176834534,"score_gpt":0.5449430504466496,"score_spread":0.3158724327631962,"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."}}