{"id":"W4226498246","doi":"10.3390/jrfm14120607","title":"Trust, Transparency and Transnational Lessons from COVID-19","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hong Kong Baptist University; Cardiff University","keywords":"Transparency (behavior); Public relations; Reflexivity; Political science; Pandemic; Sociology; Coronavirus disease 2019 (COVID-19); Social science; Medicine; Law; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0154629,0.0002604699,0.0003578516,0.0008590717,0.01043122,0.01099498,0.000969207,0.004106478,0.003632839],"category_scores_gemma":[0.02194714,0.0002694011,0.0003819289,0.001019459,0.03100874,0.01379364,0.01298071,0.009156565,0.0002544922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008585169,"about_ca_system_score_gemma":0.01018133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210057,"about_ca_topic_score_gemma":0.01548505,"domain_scores_codex":[0.9868281,0.009236234,0.0003738619,0.0005896404,0.001421296,0.001550877],"domain_scores_gemma":[0.9853703,0.0100803,0.00121875,0.0009456545,0.0009824678,0.00140257],"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":[0.00003548022,0.00003894481,0.001821973,0.0001031134,0.000009460899,0.001239405,0.2821185,0.0004214801,0.0001259332,0.6922935,0.005366379,0.01642577],"study_design_scores_gemma":[0.00001594806,0.0001007528,0.002224345,0.0007092309,0.0000109758,0.001138454,0.4423678,0.0008754835,0.0003557551,0.355644,0.1964925,0.00006487611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2755617,0.006692435,0.01847454,0.3576317,0.001241148,0.00008783222,0.00006472569,0.00006603535,0.3401798],"genre_scores_gemma":[0.9916813,0.0009059319,0.0007983819,0.003316479,0.00006318717,0.00001677984,0.000008852582,0.00001955401,0.00318963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0154629,"threshold_uncertainty_score":0.08177662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3651935230679166,"score_gpt":0.4986280359894766,"score_spread":0.1334345129215599,"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."}}